{"id":"W2785270963","doi":"10.7202/1042894ar","title":"Introduction","year":2017,"lang":"fr","type":"article","venue":"Recherches amérindiennes au Québec","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001865469,0.0002610829,0.0003090813,0.00004049046,0.002555555,0.0002944483,0.0008918977,0.0004454272,0.0002632553],"category_scores_gemma":[0.002939838,0.0002779255,0.0001811647,0.0001353692,0.00158471,0.0008265433,0.0001557284,0.0005866432,0.001669791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002931594,"about_ca_system_score_gemma":0.002014204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8747717,"about_ca_topic_score_gemma":0.8931854,"domain_scores_codex":[0.9976718,0.0003903666,0.0002761455,0.0005469876,0.000310788,0.0008039314],"domain_scores_gemma":[0.9979035,0.0003135659,0.0005269088,0.0008968202,0.0001096324,0.0002495463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004694476,0.0003031165,0.2017691,0.0001584863,0.0001744996,0.00003775385,0.06545794,0.0000315675,0.0001472189,0.09868614,0.2219358,0.4112515],"study_design_scores_gemma":[0.0002088959,0.00008215119,0.1763526,0.0001282714,0.00005597364,0.0000127877,0.00678602,0.00004087831,0.0001520934,0.001347536,0.8144705,0.000362266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4996523,0.006090309,0.00006498129,0.2482226,0.008737754,0.0001795353,0.00002329151,0.0001130164,0.2369162],"genre_scores_gemma":[0.6317316,0.001054058,0.0004608103,0.00008629918,0.008570756,0.00001150122,0.000002763422,0.00002785447,0.3580544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5925347,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203809585244364,"score_gpt":0.3520274017647707,"score_spread":0.2316464432403343,"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."}}