{"id":"W4409584637","doi":"10.63485/x68jc-jn751","title":"Public libraries don't provide access to many scholarly journals","year":2006,"lang":"en","type":"preprint","venue":"","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarly communication; Public access; Library science; Business; Political science; World Wide Web; Public relations; Computer science; Publishing; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001576315,0.0002868735,0.0003316745,0.0004455955,0.001214128,0.04416091,0.003052886,0.0004559093,0.003245638],"category_scores_gemma":[0.0008590321,0.0002485914,0.0001763787,0.000991138,0.0003170263,0.02694242,0.001355858,0.0007891014,0.0002888253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098663,"about_ca_system_score_gemma":0.004171035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00598146,"about_ca_topic_score_gemma":0.0080122,"domain_scores_codex":[0.9962116,0.0003432629,0.0005919113,0.0007376118,0.001386496,0.0007291004],"domain_scores_gemma":[0.9980624,0.0001189817,0.0003339833,0.0005438177,0.0003032342,0.0006376042],"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":[0.00002507044,0.0002654029,0.1999088,0.00009051772,0.00005695839,0.0000247751,0.007292433,0.00009729929,0.0001982761,0.2671776,0.4973041,0.02755878],"study_design_scores_gemma":[0.00008187946,0.00002920016,0.04739542,0.00009689038,0.00001180565,0.000001285314,0.0007792298,0.000008071055,0.0002515281,0.09378352,0.8570606,0.0005005733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1718152,0.00034876,0.007064918,0.2474672,0.002172592,0.001488055,0.00005002858,0.0006007358,0.5689926],"genre_scores_gemma":[0.8063827,0.0002096546,0.01847393,0.01199336,0.00385486,0.0001612661,0.00013939,0.00004630169,0.1587386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6345675,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2133054562403963,"score_gpt":0.3812564402717473,"score_spread":0.1679509840313509,"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."}}