{"id":"W4251564386","doi":"10.3138/jsp.34.2.114","title":"A Room With a View","year":2003,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008304248,0.001361253,0.0005966543,0.0008246641,0.01361309,0.008802918,0.001252733,0.004729289,0.435028],"category_scores_gemma":[0.003126926,0.0005429307,0.00102125,0.0005675718,0.003199036,0.0104011,0.01019729,0.0103898,0.2322156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131843,"about_ca_system_score_gemma":0.002109065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005884415,"about_ca_topic_score_gemma":0.01474653,"domain_scores_codex":[0.9991692,0.0002595994,0.0000190396,0.0001438129,0.0001889209,0.0002193633],"domain_scores_gemma":[0.9977446,0.000162114,0.00005749565,0.0001981827,0.0004639327,0.00137376],"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":[0.00005580184,0.00003112272,0.00009876319,0.00004458761,0.000004043517,0.000354838,0.002340657,0.0000358882,0.0005108123,0.02042003,0.9605014,0.01560209],"study_design_scores_gemma":[0.000006190677,0.00001097935,0.00004903287,0.00004251754,0.000001986896,0.000156954,0.002308202,0.00001738099,0.00006342555,0.001588,0.9957461,0.000009310251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002176536,0.003162492,0.006644662,0.07356923,0.04614859,0.0001293461,0.0005597472,0.001973175,0.8656362],"genre_scores_gemma":[0.01882371,0.001374055,0.003456559,0.0176382,0.004623343,0.00009035131,0.0002618614,0.001106665,0.9526253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9911971,"threshold_uncertainty_score":0.805864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04872881735785515,"score_gpt":0.2308181353460078,"score_spread":0.1820893179881527,"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."}}