{"id":"W7047504798","doi":"","title":"Generally accepted practices in communication in Canada: Preliminary results","year":2015,"lang":"en","type":"other","venue":"Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Set (abstract data type); Government (linguistics); Perspective (graphical); Agency (philosophy); Focus (optics); Data collection; Context (archaeology)","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":[],"consensus_categories":[],"category_scores_codex":[0.0122071,0.0007348554,0.000763787,0.009047386,0.01209266,0.01702563,0.004358823,0.002375979,0.06891896],"category_scores_gemma":[0.1157508,0.0007059136,0.0008801071,0.02677625,0.006118314,0.006835217,0.004949869,0.003836873,0.01492389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1218485,"about_ca_system_score_gemma":0.3390378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902669,"about_ca_topic_score_gemma":0.983227,"domain_scores_codex":[0.9559621,0.005326273,0.002610545,0.003055841,0.02605492,0.006990399],"domain_scores_gemma":[0.7405964,0.03587522,0.0071567,0.01307999,0.1843518,0.01893992],"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":[0.000860748,0.0009598978,0.1322277,0.001963058,0.0001059975,0.0005460363,0.07363769,0.001730039,0.001088208,0.09621336,0.3635843,0.3270828],"study_design_scores_gemma":[0.0001808644,0.0001902318,0.3003472,0.00233399,0.0001587123,0.0003116503,0.1173495,0.001662281,0.002151736,0.01177038,0.5632927,0.0002508593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1740712,0.006419362,0.006090314,0.03072813,0.0009814075,0.002352407,0.08205395,0.002431044,0.6948721],"genre_scores_gemma":[0.6602419,0.007653408,0.008660661,0.00359134,0.0001503097,0.0009839042,0.03417718,0.001297434,0.2832438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1218485,"threshold_uncertainty_score":0.8840767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585923265334164,"score_gpt":0.2306512283306161,"score_spread":0.2147919956772745,"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."}}