{"id":"W2810927903","doi":"","title":"Un parcours de recherche-développement vers l'approche actionnelle: un projet canadien","year":2016,"lang":"fr","type":"article","venue":"Les Langues modernes","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002673476,0.0002982346,0.0002905307,0.00004736194,0.0007530582,0.0001023319,0.0007023699,0.0005069836,0.001019129],"category_scores_gemma":[0.0005003582,0.0002331673,0.0001613306,0.0005930559,0.0009189037,0.0004198681,0.00009540319,0.0002839326,0.0001421132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002317563,"about_ca_system_score_gemma":0.001046104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2206789,"about_ca_topic_score_gemma":0.1789348,"domain_scores_codex":[0.9961317,0.00114328,0.000309869,0.000589375,0.0006983127,0.001127436],"domain_scores_gemma":[0.998448,0.0004571541,0.000275161,0.0002637587,0.0001417324,0.0004141973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004900646,0.0001810018,0.02344004,0.00004381203,0.0001259002,0.0000364711,0.07964201,0.00002431073,0.0005654002,0.03460503,0.02637598,0.834911],"study_design_scores_gemma":[0.001418551,0.000251173,0.03596772,0.0005091559,0.00019179,0.00001855884,0.07566677,0.0006045462,0.002799172,0.1350778,0.7461207,0.001374032],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7499744,0.008158566,0.006885948,0.1948702,0.003171038,0.0007507891,0.000149913,0.0002258612,0.03581326],"genre_scores_gemma":[0.909492,0.006904989,0.005286188,0.0004420325,0.001354772,0.00008649837,0.000004477021,0.00003667956,0.07639239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.833537,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1361709710369299,"score_gpt":0.3611721275585106,"score_spread":0.2250011565215807,"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."}}