{"id":"W2888073216","doi":"10.4000/books.septentrion.19151","title":"Problèmes didactiques de l’école primaire à l’université pour l’éducation technologique et les sciences de l’ingénieur","year":2015,"lang":"fr","type":"book-chapter","venue":"Presses universitaires du Septentrion eBooks","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Philosophy; Humanities; Psychology","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":[0.004703896,0.0006443826,0.0007326012,0.002404578,0.007126872,0.01083858,0.001309518,0.002858299,0.01203704],"category_scores_gemma":[0.01016717,0.0005256197,0.0004892722,0.004088217,0.01529633,0.008024988,0.004070987,0.004094118,0.001216845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0167881,"about_ca_system_score_gemma":0.01151755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03563485,"about_ca_topic_score_gemma":0.0356849,"domain_scores_codex":[0.9968334,0.001577017,0.0001532691,0.0004818785,0.0005799997,0.0003744542],"domain_scores_gemma":[0.9952282,0.002932354,0.0004621928,0.0003764739,0.0006643923,0.0003363769],"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":[0.000008467103,0.00001009841,0.0008092039,0.00007819271,0.000006404685,0.0001123589,0.006579069,0.0005383466,0.00004295473,0.9724488,0.008071145,0.011295],"study_design_scores_gemma":[0.00001620485,0.00001493487,0.00334625,0.0004089937,0.00001724431,0.0002893212,0.0160978,0.001944613,0.0002390313,0.5338488,0.4437464,0.00003039554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05487484,0.03342859,0.06626908,0.1853192,0.002327882,0.0001648546,0.0006112299,0.0001821644,0.6568221],"genre_scores_gemma":[0.7559367,0.01635681,0.02761425,0.002847068,0.0009872956,0.0003540754,0.0002686348,0.0001773026,0.1954578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03563485,"threshold_uncertainty_score":0.1218067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08877656123565449,"score_gpt":0.3483048493371692,"score_spread":0.2595282881015147,"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."}}