{"id":"W4409256574","doi":"10.4000/13plg","title":"Conclusion","year":2021,"lang":"fr","type":"book-chapter","venue":"","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007199415,0.0003141611,0.0004125372,0.00006500444,0.001880927,0.00009226278,0.0002707175,0.0005503542,0.0668821],"category_scores_gemma":[0.0001555224,0.0002989538,0.0002140702,0.0001455168,0.0008007551,0.0001547346,0.000616967,0.0005268832,0.001699251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007086613,"about_ca_system_score_gemma":0.0005748313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002618455,"about_ca_topic_score_gemma":0.005526974,"domain_scores_codex":[0.997905,0.0002925655,0.0003357716,0.0004904476,0.0006668297,0.000309432],"domain_scores_gemma":[0.9986483,0.0002744535,0.0001784806,0.0002860183,0.0004076894,0.0002049984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000430526,0.00002527226,0.00004121507,0.00001248594,0.00002721185,0.00003453444,0.002752242,0.000001753999,0.0001643546,0.9274647,0.004236896,0.06523507],"study_design_scores_gemma":[0.0001329327,0.00006954747,0.00003316193,0.0003079508,0.00004566748,0.000002355676,0.001703678,0.00005671924,0.00005018976,0.01238279,0.9848399,0.0003750666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001420231,0.003186464,0.0003884492,0.01077065,0.002372076,0.0002006474,0.00002187234,0.0001028401,0.9815367],"genre_scores_gemma":[0.07361472,0.003136308,0.000894328,0.001010675,0.001152792,0.000002005193,0.00004372044,0.00003114876,0.9201143],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.980603,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208891073814386,"score_gpt":0.3210792580046466,"score_spread":0.2789903472665027,"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."}}