{"id":"W4245755573","doi":"10.2307/j.ctt6wq4sf.63","title":"Contextualizing and Interpreting Cost per Use for Electronic Journals","year":2012,"lang":"en","type":"book-chapter","venue":"Purdue University Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Data science; Psychology; Computer science; History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004296954,0.0002272763,0.0002782572,0.0001776207,0.0007454194,0.001363295,0.0004148394,0.0001812444,0.0001339154],"category_scores_gemma":[0.00005676321,0.0002467775,0.0001392761,0.000001167638,0.0002056622,0.001208036,0.0002816773,0.0007439067,0.000004604446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735509,"about_ca_system_score_gemma":0.00005848307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000304255,"about_ca_topic_score_gemma":0.0003649982,"domain_scores_codex":[0.9990498,0.00006708742,0.0001868058,0.0002226071,0.0001454317,0.0003282632],"domain_scores_gemma":[0.9986383,0.0003252699,0.0002898668,0.0003283068,0.0002999312,0.0001183764],"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":[0.00006024467,0.000006184089,0.000005833528,0.00003088685,0.0001368365,0.000001187176,0.01142034,2.421449e-7,0.00001695099,0.9770428,0.002440587,0.00883793],"study_design_scores_gemma":[0.0003184028,0.00003537948,0.00000346512,0.0002399225,0.0001839122,0.000005760501,0.0006856971,0.00004459107,0.000004856431,0.001631905,0.9965703,0.0002758392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003241795,0.003726487,0.000314267,0.0001182477,0.0002015195,0.0005313975,0.0002233853,0.00009847327,0.9944621],"genre_scores_gemma":[0.05250367,0.0007806364,0.00009567446,0.0001462325,0.0003154841,0.000002620534,0.00006391753,0.00004723554,0.9460445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9941297,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084078081797155,"score_gpt":0.2430260226512496,"score_spread":0.1346182144715341,"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."}}