{"id":"W3111981962","doi":"10.4000/dms.5916","title":"Repères pour une ingénierie interactionniste situationnelle","year":2020,"lang":"fr","type":"article","venue":"Distances et médiations des savoirs","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007112827,0.0006759765,0.0004070078,0.001270421,0.01238891,0.01041279,0.001509296,0.004380267,0.03180366],"category_scores_gemma":[0.01085484,0.0003786397,0.0007052245,0.001156139,0.02653867,0.008729508,0.008408388,0.004491483,0.002122222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00640587,"about_ca_system_score_gemma":0.004281952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364264,"about_ca_topic_score_gemma":0.00831915,"domain_scores_codex":[0.9898285,0.007263041,0.0002009592,0.0009335254,0.001028131,0.0007459776],"domain_scores_gemma":[0.9916107,0.005165772,0.0005567112,0.0007584319,0.001148557,0.0007597617],"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":[0.0000326584,0.0000506727,0.0008698016,0.000125906,0.000009501036,0.0009013004,0.1053087,0.0004955108,0.000595598,0.8761724,0.00426049,0.01117751],"study_design_scores_gemma":[0.00003209819,0.00009753345,0.001942182,0.0004436627,0.00001791939,0.001101778,0.1497369,0.0009805999,0.0007136441,0.3339586,0.5109163,0.0000587766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1349192,0.004710173,0.05848769,0.07523357,0.0008548878,0.000180375,0.0001713177,0.0002535882,0.7251891],"genre_scores_gemma":[0.9552343,0.001120725,0.009495081,0.001462678,0.00008269907,0.0001330656,0.00006491929,0.0000596827,0.03234695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03180366,"threshold_uncertainty_score":0.1063939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2928146230708389,"score_gpt":0.4512146699484255,"score_spread":0.1584000468775865,"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."}}