{"id":"W4251116052","doi":"10.7202/1026237ar","title":"Liminaire","year":2014,"lang":"fr","type":"article","venue":"Tangence","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005692651,0.001625143,0.00101502,0.001970906,0.003815193,0.004481761,0.001156898,0.001896253,0.50582],"category_scores_gemma":[0.001613293,0.0003398871,0.0006799216,0.001576885,0.0007656005,0.001576259,0.002110163,0.001721478,0.1321409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681534,"about_ca_system_score_gemma":0.002055072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01769168,"about_ca_topic_score_gemma":0.02712373,"domain_scores_codex":[0.9993275,0.0001118247,0.00002127841,0.0002200413,0.0002137116,0.0001055732],"domain_scores_gemma":[0.9994814,0.0001415046,0.00004816362,0.00008021779,0.0001463363,0.0001024404],"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":[0.000545665,0.0001880626,0.002959858,0.0009245971,0.00006482346,0.001696694,0.0009751866,0.0005520566,0.003951252,0.1259415,0.2925578,0.5696425],"study_design_scores_gemma":[0.00002017856,0.00003112844,0.002617371,0.0001262493,0.000007420708,0.0004080576,0.0002599335,0.0001194243,0.0005814594,0.001823033,0.9939942,0.00001153699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009049631,0.01369777,0.002120284,0.004533175,0.002104237,0.00009847879,0.00230114,0.001093902,0.9650013],"genre_scores_gemma":[0.02097152,0.002368624,0.001714538,0.0005215894,0.0002706832,0.00006950473,0.0006943213,0.0002918441,0.9730974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.50582,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04516642026075685,"score_gpt":0.2607000923236867,"score_spread":0.2155336720629298,"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."}}