{"id":"W2025944750","doi":"10.4236/sm.2012.22025","title":"Means of Knowledge Dissemination: Are the &amp;lt;i&amp;gt;Caf&amp;#233; Scientifique&amp;lt;/i&amp;gt; and the Artistic Performance Equally Effective?","year":2012,"lang":"en","type":"article","venue":"Sociology Mind","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"The arts; Psychology; Dissemination; Sociology; Social psychology; Computer science; Visual arts; Art; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.02603346,0.000365073,0.0006771368,0.0001790066,0.002336584,0.000107013,0.0009483632,0.0004653887,0.0008396795],"category_scores_gemma":[0.01946936,0.0002405513,0.0002240517,0.0007310098,0.01309818,0.0003977946,0.0003879402,0.0007594823,0.0007941705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002775042,"about_ca_system_score_gemma":0.0003675676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004696132,"about_ca_topic_score_gemma":0.003446226,"domain_scores_codex":[0.9870238,0.009395045,0.0006340611,0.0006193889,0.0008741249,0.001453598],"domain_scores_gemma":[0.9850383,0.01257679,0.0004759342,0.0008189071,0.0006700684,0.0004199601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005553868,0.0009011978,0.1388014,0.0004075287,0.0005237076,0.000001455228,0.6867628,0.00002028281,0.03015336,0.06688931,0.01344727,0.06153636],"study_design_scores_gemma":[0.001913624,0.0001490639,0.3669641,0.0004238723,0.0004926449,0.00001568676,0.007026791,0.0001086595,0.001364638,0.009453871,0.6110885,0.0009986041],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738958,0.006503994,0.005716317,0.001341157,0.000963107,0.001254494,0.00004888033,0.0000469697,0.01022922],"genre_scores_gemma":[0.9860691,0.0002183223,0.001736478,0.00008115946,0.000665111,0.0002788517,0.00002477764,0.00003424981,0.01089188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.679736,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3262868101180398,"score_gpt":0.5542808549769174,"score_spread":0.2279940448588776,"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."}}