{"id":"W4362565694","doi":"10.7202/1098143ar","title":"Conceptualizing ‘Science’ in the Photography Collections at the National Science and Media Museum","year":2022,"lang":"en","type":"article","venue":"Scientia Canadensis Canadian Journal of the History of Science Technology and Medicine","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photography; Visual arts; National museum; History of photography; History; Media studies; Sociology; Art; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01170199,0.0004688426,0.000371857,0.006343734,0.01742012,0.01713618,0.002345763,0.004141981,0.008405586],"category_scores_gemma":[0.01308403,0.0006523156,0.0003928937,0.009315635,0.0655193,0.02093788,0.0118114,0.005152344,0.0005604196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0336751,"about_ca_system_score_gemma":0.02936361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1994667,"about_ca_topic_score_gemma":0.2978673,"domain_scores_codex":[0.9899473,0.006309754,0.0003650909,0.000707956,0.001900379,0.000769629],"domain_scores_gemma":[0.9904522,0.004590197,0.001051735,0.0008876996,0.002051023,0.0009671848],"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":[0.000009155755,0.00001169376,0.0005916986,0.00009656005,0.000005055502,0.00009583685,0.08037928,0.00009490514,0.0001018706,0.8980539,0.01135965,0.009200347],"study_design_scores_gemma":[0.00001626007,0.00001789005,0.00557455,0.001307613,0.00002881153,0.0002296985,0.1724938,0.0002351021,0.0004236106,0.2345833,0.5850292,0.00006018278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03999315,0.0326043,0.0122261,0.08148172,0.001290782,0.000113515,0.0002496116,0.00006117975,0.8319796],"genre_scores_gemma":[0.926274,0.01387247,0.009956345,0.005027443,0.0006127106,0.0002117405,0.0002222388,0.00012745,0.04369559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9825799,"threshold_uncertainty_score":0.3966113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03587933208220981,"score_gpt":0.2414982542999966,"score_spread":0.2056189222177868,"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."}}