{"id":"W4300648691","doi":"","title":"Conclusion: en route...but which way?","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":[0.005567348,0.0008079535,0.0008847471,0.001113059,0.004085818,0.009538135,0.002059117,0.005429912,0.08924318],"category_scores_gemma":[0.01858908,0.0001957314,0.001075548,0.001245416,0.006761254,0.01097759,0.003974821,0.008864029,0.02164417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006094251,"about_ca_system_score_gemma":0.007334962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01898194,"about_ca_topic_score_gemma":0.01618986,"domain_scores_codex":[0.9947014,0.00188788,0.000173751,0.001112311,0.001326707,0.0007979385],"domain_scores_gemma":[0.9925641,0.002363334,0.0004825844,0.0006501114,0.003098775,0.00084107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006621464,0.00003046403,0.0006056484,0.0004763559,0.0000408385,0.0002488415,0.003926544,0.0001725084,0.000269494,0.3659588,0.6030178,0.02518654],"study_design_scores_gemma":[0.00001315177,0.00001462302,0.0008828256,0.001268998,0.00001849849,0.0001455746,0.01007194,0.0001347216,0.0003540196,0.1686621,0.8184056,0.00002802036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002158988,0.01127511,0.006727334,0.8478141,0.01571905,0.00007439469,0.0009346994,0.0001539944,0.1151423],"genre_scores_gemma":[0.1722881,0.02648323,0.0123938,0.4019906,0.01172161,0.0004445133,0.002204813,0.0009159507,0.3715574],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08924318,"threshold_uncertainty_score":0.2985482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759918734753179,"score_gpt":0.257922245653867,"score_spread":0.2403230583063352,"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."}}