{"id":"W2408955943","doi":"","title":"PRÉSENTÉ AU DÉPARTEMENT DE SCIENCE POLITIQUE UNIVERSITÉ DU QUÉBEC À MONTRÉAL COMME EXIGENCE PARTIELLE DE LA MAÎTRISE EN SCIENCE","year":2010,"lang":"fr","type":"article","venue":"","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology; Political science; Humanities; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01656821,0.0002688814,0.0002174634,0.0004021464,0.005441443,0.0008067273,0.003211349,0.0002112335,0.001788322],"category_scores_gemma":[0.00243607,0.0002614873,0.0001054118,0.004572099,0.02590438,0.00301861,0.0004617598,0.0005653988,0.0003624615],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004093226,"about_ca_system_score_gemma":0.04909491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6279253,"about_ca_topic_score_gemma":0.2195158,"domain_scores_codex":[0.9940559,0.0004707238,0.0003783418,0.0009353008,0.00184412,0.002315617],"domain_scores_gemma":[0.9962928,0.000805426,0.0002021676,0.0006320128,0.0004778387,0.001589723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000120206,0.0005801782,0.1906864,0.00001307308,0.000005515139,0.00002283949,0.2665949,0.0002173461,0.04799333,0.4671597,0.008460999,0.01825365],"study_design_scores_gemma":[0.0006325495,0.0003821061,0.3364799,0.0001067817,0.00007509005,0.0001671652,0.2674947,0.02523745,0.0468714,0.0204758,0.300723,0.001354065],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8408532,0.0001779138,0.0009085435,0.08119997,0.002953414,0.0003119913,0.000003993182,0.00007670874,0.07351433],"genre_scores_gemma":[0.983458,0.0003292139,0.002838068,0.001163793,0.0008032004,0.00001919812,3.122063e-7,0.000009717941,0.01137851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4466839,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222760043935806,"score_gpt":0.3314024668532466,"score_spread":0.3091264624596661,"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."}}