{"id":"W4288410149","doi":"","title":"Transformation d’une ressource précieuse :la coquille d’oeuf","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Transformation (genetics); Chemistry","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":[0.003558427,0.0004450472,0.0003886301,0.001358184,0.007456503,0.009170082,0.0007359764,0.00248919,0.02101006],"category_scores_gemma":[0.008049273,0.0002689617,0.0005671859,0.001831477,0.006260408,0.00628086,0.004071799,0.004094616,0.001731808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01808344,"about_ca_system_score_gemma":0.0148781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.118483,"about_ca_topic_score_gemma":0.1075483,"domain_scores_codex":[0.9961337,0.001153954,0.0001158209,0.0004613324,0.001374998,0.0007602314],"domain_scores_gemma":[0.9969055,0.0009557144,0.0001958316,0.0004226228,0.001097791,0.0004224645],"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":[0.0001157743,0.0001064077,0.003045307,0.0001279517,0.00001948225,0.0009356923,0.06333113,0.0003869437,0.002281611,0.8167242,0.01645126,0.09647424],"study_design_scores_gemma":[0.00001513654,0.00003314306,0.008299205,0.0001906019,0.00000827797,0.0004619078,0.02124481,0.0003217463,0.001635388,0.02272662,0.9450319,0.00003136525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.277573,0.008226036,0.01448874,0.04897495,0.001685471,0.00008484592,0.0002618088,0.0002351526,0.64847],"genre_scores_gemma":[0.8010564,0.001543956,0.003597891,0.001089365,0.0001908259,0.00005208611,0.00009517269,0.0002659963,0.1921083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.118483,"threshold_uncertainty_score":0.2355867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232402841381999,"score_gpt":0.2377266180440754,"score_spread":0.2154025896302554,"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."}}