{"id":"W659362618","doi":"","title":"The Montreal Massacre: A Story of Membership Categorization Analysis","year":2003,"lang":"en","type":"article","venue":"Medical Entomology and Zoology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnomethodology; Categorization; Expression (computer science); Typology; Sociology; History; Psychology; Criminology; Media studies; Epistemology; Social science; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01837878,0.00005133398,0.0002000111,0.00008845564,0.0005381411,0.000006853001,0.0001488944,0.0003153871,0.0006561558],"category_scores_gemma":[0.01696565,0.00003434937,0.00005471173,0.0004421489,0.003907328,0.00002691548,0.00002343998,0.0004216577,0.000003448739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002137821,"about_ca_system_score_gemma":0.0003295798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004415949,"about_ca_topic_score_gemma":0.02193085,"domain_scores_codex":[0.98656,0.01245298,0.0001701574,0.0001455753,0.0003804326,0.0002908117],"domain_scores_gemma":[0.9924629,0.007078914,0.00007056618,0.00009647967,0.0001137304,0.0001774404],"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":[0.00002094982,0.00002477338,0.01874273,0.000005513338,0.0001707621,0.00001008284,0.009769575,9.904137e-7,0.000005484555,0.9599791,0.00009097046,0.01117904],"study_design_scores_gemma":[0.0006705883,0.0002451638,0.03165536,0.000005160434,0.0002644767,0.000009435845,0.02262231,0.00034122,0.00006220319,0.9177691,0.02620309,0.0001518752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4634183,0.009643137,0.1564266,0.1331285,0.00158946,0.0005796716,0.000008003905,0.00008439719,0.2351218],"genre_scores_gemma":[0.995595,0.001623159,0.0003751331,0.0002248551,0.00003167459,0.0000108284,0.000002684467,0.000002511368,0.002134178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5321767,"threshold_uncertainty_score":0.9988034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06758267929797938,"score_gpt":0.4507178079137887,"score_spread":0.3831351286158093,"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."}}