{"id":"W2893474862","doi":"10.4000/bssg.241","title":"Towards the Rediscovery of Québécois Publishers’ Catalogues","year":2018,"lang":"en","type":"article","venue":"Biens Symboliques / Symbolic Goods","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Art; Political science; Library science; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004622447,0.0003264062,0.000418589,0.0001618028,0.0002731603,0.001351864,0.001829438,0.0001454365,0.00001895939],"category_scores_gemma":[0.0003178813,0.0001846552,0.0002231514,0.0009146692,0.0006292433,0.003994036,0.0007003306,0.00021471,0.00008914402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006525328,"about_ca_system_score_gemma":0.0003748699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006161367,"about_ca_topic_score_gemma":0.001222798,"domain_scores_codex":[0.9977236,0.0001397579,0.0004646744,0.0005143036,0.0005408059,0.0006168347],"domain_scores_gemma":[0.9976621,0.0001140734,0.0002474044,0.001324058,0.0004070812,0.0002453028],"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":[0.00003512293,0.000366803,0.0007596451,0.00007003252,0.000204533,0.00004091389,0.05876604,0.000003990858,0.006457034,0.7872184,0.1148146,0.03126295],"study_design_scores_gemma":[0.001487482,0.003032638,0.1296196,0.0004091226,0.000130765,0.0009309012,0.004757855,0.00164649,0.1779021,0.1373469,0.5402466,0.002489499],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6074181,0.001358126,0.008221525,0.01309755,0.002324068,0.0006988868,0.00007767591,0.000765698,0.3660383],"genre_scores_gemma":[0.9946544,0.00004415539,0.00138051,0.001745404,0.0005623602,0.00001721677,0.00002300948,0.00002151021,0.00155146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6498715,"threshold_uncertainty_score":0.9996848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183421981664596,"score_gpt":0.2962506178955758,"score_spread":0.1779084197291163,"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."}}