{"id":"W4238519740","doi":"10.1522/rhe.v4i5.1271","title":"Introduction","year":2021,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Université de Sherbrooke","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00177413,0.001055955,0.0005146394,0.001369455,0.001843355,0.004609789,0.001829412,0.003070663,0.4400819],"category_scores_gemma":[0.006112352,0.0002974927,0.0007416169,0.001302179,0.0009285189,0.00310531,0.003421504,0.002788983,0.2885771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002171642,"about_ca_system_score_gemma":0.003211159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005411893,"about_ca_topic_score_gemma":0.004125142,"domain_scores_codex":[0.9982476,0.0002459315,0.00009769446,0.0004556912,0.0007259486,0.0002272142],"domain_scores_gemma":[0.9972012,0.0004350335,0.000158369,0.0002464131,0.001512548,0.0004464693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006964112,0.00003645551,0.0005433604,0.0004132938,0.000006125166,0.0001508021,0.0004820151,0.00007658258,0.0002898886,0.0269218,0.8613583,0.1096517],"study_design_scores_gemma":[0.000003761014,0.0000104502,0.0003335493,0.0001627258,0.000001711845,0.00007728491,0.0001168212,0.00001316133,0.000052656,0.001880049,0.9973429,0.000004941206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00241958,0.01161026,0.007317041,0.06442325,0.04001305,0.000392917,0.01651907,0.002069979,0.8552347],"genre_scores_gemma":[0.01445161,0.007250795,0.004267265,0.0227115,0.008525297,0.0004365774,0.01063381,0.0008037506,0.9309194],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5599182,"threshold_uncertainty_score":0.7986553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2807589303268103,"score_gpt":0.4604449258685253,"score_spread":0.179685995541715,"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."}}