{"id":"W1769471057","doi":"10.21083/partnership.v1i1.141","title":"First International PKP Scholarly Publishing Conference","year":2006,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Publishing; Library science; Political science; History; Media studies; Regional science; Computer science; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004400276,0.0008981118,0.001101579,0.004033263,0.005406669,0.02044673,0.001983869,0.003941123,0.2942072],"category_scores_gemma":[0.006088656,0.000470844,0.0009547877,0.004269789,0.0016485,0.005188871,0.005081389,0.003113793,0.1422921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004676165,"about_ca_system_score_gemma":0.01178517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006441745,"about_ca_topic_score_gemma":0.01395066,"domain_scores_codex":[0.9969837,0.0003321235,0.000109894,0.0003283274,0.001853624,0.0003923032],"domain_scores_gemma":[0.9948732,0.0003690463,0.0001182162,0.0005234352,0.002569377,0.00154663],"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":[0.00009746193,0.000123763,0.0002755561,0.000217859,0.00001057177,0.000168272,0.000195138,0.0001183314,0.0003775983,0.0175532,0.8739783,0.1068839],"study_design_scores_gemma":[0.000005402871,0.00001140194,0.0001837509,0.00004411089,0.000002650417,0.00003993057,0.0001110625,0.00006906361,0.000151711,0.001338331,0.9980393,0.000003390465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004891318,0.01073999,0.003702707,0.05449908,0.09482782,0.0002108833,0.001206139,0.001353757,0.8285683],"genre_scores_gemma":[0.006782814,0.002311842,0.0012203,0.001041289,0.003043777,0.00005379869,0.000567937,0.0002377738,0.9847404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9795533,"threshold_uncertainty_score":0.9842212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1730230608736638,"score_gpt":0.4148717435333604,"score_spread":0.2418486826596966,"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."}}