{"id":"W1480685275","doi":"10.4000/edc.904","title":"Construction d’un dispositif méthodologique et de ses outils : savoir commun et savoir scientifique, de l’induction aux hypothèses","year":2009,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; 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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.0307133,0.0006646295,0.0007003742,0.0003825898,0.004505841,0.00081688,0.004046441,0.001155664,0.0002430177],"category_scores_gemma":[0.008424992,0.000827476,0.0003758685,0.001241295,0.005286859,0.001862807,0.000623865,0.002610534,0.00004814694],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004260882,"about_ca_system_score_gemma":0.005084182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620864,"about_ca_topic_score_gemma":0.003312659,"domain_scores_codex":[0.9648954,0.03113099,0.001302156,0.0006945907,0.0006034734,0.001373448],"domain_scores_gemma":[0.9798062,0.01406895,0.001159342,0.003308669,0.001164671,0.0004921347],"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":[0.00004169154,0.001183697,0.01249779,0.00007976918,0.0001983355,9.856507e-7,0.1036346,0.001005505,0.002369774,0.8448755,0.001905126,0.03220723],"study_design_scores_gemma":[0.001484054,0.0003463998,0.3146242,0.001927054,0.0005791284,0.0003623175,0.1659397,0.002381328,0.001428472,0.3532083,0.1559513,0.001767728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6187974,0.03009455,0.02446782,0.2686709,0.001040361,0.001491904,0.0000977393,0.0008086815,0.05453071],"genre_scores_gemma":[0.7184004,0.06396712,0.208741,0.006606569,0.0003965615,0.0002616731,0.0005557134,0.00006267267,0.001008309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4916671,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3223276993311581,"score_gpt":0.4555403478870569,"score_spread":0.1332126485558989,"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."}}