{"id":"W3125201412","doi":"10.1007/s42330-020-00128-0","title":"Towards Fourth-Generation Science Museums: Changing Goals, Changing Roles","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Dialogic; Agency (philosophy); Sociology; Citizenship; Science education; Citizen journalism; Science communication; Scientific literacy; Space (punctuation); Democracy; Citizen science; Active citizenship; Engineering ethics; Public relations; Pedagogy; Political science; Social science; Politics; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01097286,0.0005158525,0.0002979167,0.002214479,0.010304,0.01751575,0.002907405,0.004545721,0.02421533],"category_scores_gemma":[0.006125373,0.0004703978,0.0007217739,0.001731607,0.007575294,0.008417704,0.0149048,0.005449327,0.002389868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0225533,"about_ca_system_score_gemma":0.06699188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1468696,"about_ca_topic_score_gemma":0.3163318,"domain_scores_codex":[0.9959537,0.001241697,0.0001015763,0.0003006441,0.0006495417,0.001752779],"domain_scores_gemma":[0.9795659,0.0009338087,0.0007723814,0.0008228605,0.002454384,0.01545083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004458574,0.0007507474,0.06798185,0.0005754313,0.00007850253,0.001218938,0.1639738,0.0006784352,0.003811419,0.3412192,0.2044428,0.2148229],"study_design_scores_gemma":[0.00005352217,0.0001351524,0.02512261,0.0003609031,0.00002322246,0.0003072572,0.1172375,0.0004438096,0.001037001,0.01402368,0.8411834,0.00007199757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5498057,0.006437762,0.005760156,0.2581927,0.002340079,0.0002219999,0.0005796382,0.0006818388,0.17598],"genre_scores_gemma":[0.8825251,0.001912192,0.01136129,0.01241153,0.0001675197,0.0001094281,0.0004443651,0.0001952252,0.09087332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1468696,"threshold_uncertainty_score":0.2920296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630222244493984,"score_gpt":0.2385199765071742,"score_spread":0.2022177540622344,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}