{"id":"W4399188314","doi":"10.1515/9782760548442-008","title":"Les Musées De Sciences Et De Technologie, L’Éducation Formelle Et L’Éducation Non Formelle","year":2017,"lang":"fr","type":"book-chapter","venue":"Presses de l'Université du Québec eBooks","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Physics; 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":[],"category_scores_codex":[0.002430085,0.0004589069,0.0004118573,0.000399989,0.002880127,0.000389674,0.001797247,0.0007036821,0.002030034],"category_scores_gemma":[0.0008553899,0.0004936728,0.0002424569,0.00004829573,0.00182375,0.000506877,0.0003972879,0.0007346016,0.0001461863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416816,"about_ca_system_score_gemma":0.007852463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1411166,"about_ca_topic_score_gemma":0.1531618,"domain_scores_codex":[0.9977125,0.0002601439,0.0003781578,0.0005663887,0.000433756,0.0006490875],"domain_scores_gemma":[0.9971707,0.0007919339,0.000905759,0.0006676808,0.000246804,0.0002170615],"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":[0.00001403737,0.000145896,0.002709476,0.0002461528,0.00007299847,0.000005226442,0.1154853,0.00001550383,0.000317922,0.8252627,0.007646861,0.04807795],"study_design_scores_gemma":[0.0002293649,0.0001726462,0.0007380763,0.0007935487,0.000242477,0.00003782578,0.01159188,0.0004321663,0.002527442,0.2242904,0.7582237,0.0007204684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03914852,0.0003791017,0.03249443,0.007669488,0.0003038647,0.0006724924,0.00001947614,0.0004614593,0.9188512],"genre_scores_gemma":[0.9160402,0.001532849,0.01495256,0.0003848764,0.0001810139,0.00005536192,0.00002051582,0.00005667937,0.0667759],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8768917,"threshold_uncertainty_score":0.9997515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06954737976731312,"score_gpt":0.3314017658647935,"score_spread":0.2618543860974804,"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."}}