{"id":"W4409576519","doi":"10.63485/sykgc-fky97","title":"Major book-scanning partners for OCA and Microsoft Book Search","year":2006,"lang":"en","type":"preprint","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003928701,0.001178426,0.001273613,0.008764357,0.003609807,0.006222451,0.001235187,0.001927999,0.2409399],"category_scores_gemma":[0.008954518,0.0007132242,0.0007599649,0.0128993,0.0005172589,0.006727022,0.002690981,0.001588698,0.1250892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002391663,"about_ca_system_score_gemma":0.006168246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0357186,"about_ca_topic_score_gemma":0.0729239,"domain_scores_codex":[0.9971678,0.0003421909,0.0001103841,0.00042408,0.001480379,0.0004750692],"domain_scores_gemma":[0.9919497,0.001251441,0.0003849938,0.0009525853,0.002939359,0.002521953],"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":[0.0003356219,0.0001385319,0.001624456,0.0002172857,0.00002478296,0.0001172679,0.0004348266,0.0001066671,0.002528102,0.007074914,0.7539031,0.2334945],"study_design_scores_gemma":[0.00005534488,0.00005621119,0.00306079,0.00007318572,0.00003689676,0.0002606069,0.0006079052,0.001211944,0.007181633,0.002446504,0.9849691,0.00003976797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01908798,0.01684916,0.06058946,0.0165817,0.002806156,0.001467325,0.04503972,0.05294802,0.7846304],"genre_scores_gemma":[0.07113873,0.003839482,0.07166621,0.002005304,0.0006224343,0.0002971942,0.03870485,0.01131475,0.800411],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2409399,"threshold_uncertainty_score":0.8060243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0401871358791015,"score_gpt":0.3188898586049511,"score_spread":0.2787027227258496,"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."}}