{"id":"W4301023586","doi":"","title":": Une initiative individuelle, un accomplissement collectif","year":2012,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Political science; Humanities","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007768001,0.001009957,0.0006166353,0.001447285,0.00378185,0.007621094,0.001645732,0.003096448,0.01564183],"category_scores_gemma":[0.01493729,0.0005177191,0.001112458,0.001127447,0.006389525,0.01089346,0.008859556,0.003419066,0.004939567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828793,"about_ca_system_score_gemma":0.005200778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003088294,"about_ca_topic_score_gemma":0.003539277,"domain_scores_codex":[0.9904625,0.004686774,0.0003817977,0.00167387,0.001958012,0.0008370974],"domain_scores_gemma":[0.9927772,0.002654699,0.0006335261,0.001475586,0.001532465,0.0009265078],"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":[0.0002065943,0.0001229859,0.004397389,0.0003953263,0.00006231036,0.000435085,0.020739,0.0006363014,0.003737121,0.8583175,0.01156383,0.09938657],"study_design_scores_gemma":[0.00009767055,0.0003334421,0.005774132,0.0008203874,0.0001619075,0.001519835,0.01412898,0.007665076,0.007943767,0.4523014,0.5090976,0.0001558277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.07450029,0.002030081,0.5250809,0.01538233,0.001778934,0.0007010218,0.0008722717,0.001869114,0.377785],"genre_scores_gemma":[0.6474016,0.001151741,0.2023251,0.001904474,0.000461098,0.001106439,0.0008761016,0.0007693822,0.144004],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9843582,"threshold_uncertainty_score":0.05232716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03685531087215359,"score_gpt":0.2931588962017171,"score_spread":0.2563035853295635,"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."}}