{"id":"W4256136079","doi":"10.5703/1288284315075","title":"I Hear the Train a Comin’","year":2013,"lang":"en","type":"article","venue":"","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Openness to experience; Publishing; Creativity; Open innovation; Meaning (existential); Position (finance); Creative industries; Knowledge management; Computer science; Engineering; Public relations; Business; Telecommunications; World Wide Web; Political science; Epistemology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001895508,0.000699039,0.0005101001,0.0008166136,0.01222513,0.007218873,0.00113909,0.007321073,0.1499109],"category_scores_gemma":[0.01262725,0.000436805,0.0006797162,0.0007389594,0.002723625,0.006739446,0.003409751,0.01147999,0.05873542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002015519,"about_ca_system_score_gemma":0.001872074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075595,"about_ca_topic_score_gemma":0.02537939,"domain_scores_codex":[0.9985734,0.0004518135,0.00004239555,0.00023728,0.0003552689,0.0003398471],"domain_scores_gemma":[0.9956208,0.0009743497,0.0001759633,0.0002362037,0.001174764,0.001817835],"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":[0.00003922918,0.0000315894,0.0005763551,0.00005012587,0.000004647281,0.0006838909,0.006300782,0.00001128108,0.0001752897,0.002982778,0.9722986,0.01684541],"study_design_scores_gemma":[0.000005153751,0.00002103012,0.0003864448,0.00006318337,0.000002310118,0.0004710153,0.007727134,0.00002113429,0.00006788872,0.000521732,0.9906998,0.0000132283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01227731,0.0054305,0.002669213,0.5462996,0.1039017,0.0001631704,0.0006443287,0.001153517,0.3274606],"genre_scores_gemma":[0.04069132,0.001508429,0.001164723,0.2011843,0.009101804,0.00009164048,0.0001880592,0.0005074166,0.7455623],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1499109,"threshold_uncertainty_score":0.501502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007616002588421983,"score_gpt":0.1617459585225255,"score_spread":0.1541299559341035,"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."}}