{"id":"W4387387617","doi":"10.3998/ticker.5028","title":"Introduction","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00272433,0.0005650788,0.0004269023,0.001772614,0.002020498,0.006603543,0.001749764,0.002821345,0.4906624],"category_scores_gemma":[0.01041776,0.0002821968,0.000574209,0.001429799,0.0008412123,0.003061956,0.003192031,0.002279266,0.3516327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002322148,"about_ca_system_score_gemma":0.004817633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00485934,"about_ca_topic_score_gemma":0.006188322,"domain_scores_codex":[0.9977246,0.0003530725,0.00009314885,0.0004388602,0.001077052,0.0003132476],"domain_scores_gemma":[0.9944665,0.0007998862,0.0002341128,0.0005915702,0.002643866,0.001264112],"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":[0.00005299925,0.00005683653,0.0008454589,0.0001639508,0.000004024635,0.00009895286,0.0003095125,0.000063361,0.0002787111,0.03315647,0.8277779,0.1371918],"study_design_scores_gemma":[0.000003735851,0.00001037475,0.0004374076,0.00009059153,0.000001341242,0.0000488047,0.0001238793,0.00001697808,0.00006281732,0.002098131,0.9971022,0.000003733957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002111835,0.003673594,0.005957954,0.03246661,0.01265922,0.0003741074,0.00517225,0.001225661,0.9363588],"genre_scores_gemma":[0.01078166,0.002426063,0.003263725,0.01304633,0.00327405,0.0002773438,0.004020239,0.0004198867,0.9624906],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4906624,"threshold_uncertainty_score":0.7265083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09697328304541608,"score_gpt":0.3356664378960236,"score_spread":0.2386931548506075,"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."}}