{"id":"W4408720089","doi":"10.63485/j0vp5-7nv19","title":"Presentation on OA in the sciences","year":2009,"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":"Presentation (obstetrics); Computer science; Psychology; Medicine; Surgery","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":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002034669,0.001769684,0.001190918,0.002908146,0.003066089,0.007875131,0.00127889,0.002899476,0.3277228],"category_scores_gemma":[0.004476465,0.0003322414,0.001099677,0.002392101,0.0008939587,0.004234442,0.00444986,0.004585964,0.1193542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004432978,"about_ca_system_score_gemma":0.00255212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008809826,"about_ca_topic_score_gemma":0.02138344,"domain_scores_codex":[0.9989889,0.0001016079,0.00003951535,0.0001991913,0.0004918968,0.00017883],"domain_scores_gemma":[0.9969181,0.0004024971,0.00008292902,0.000143604,0.001184316,0.001268655],"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":[0.00002196294,0.000009271004,0.00002511073,0.00004140131,0.00000282631,0.00002501098,0.00002248108,0.00002935767,0.000174385,0.00198815,0.9915241,0.006136052],"study_design_scores_gemma":[0.00001374035,0.00001904046,0.0002249737,0.0000810447,0.000008527886,0.0000294698,0.00005965612,0.0001013496,0.0001343472,0.001979415,0.9973406,0.000007838991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001379096,0.01837698,0.005710114,0.1661671,0.4625466,0.000388147,0.004106687,0.001668831,0.3396564],"genre_scores_gemma":[0.006647843,0.008013386,0.000671676,0.01023433,0.105765,0.0001167968,0.001293579,0.0005449076,0.8667125],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9987211,"threshold_uncertainty_score":0.9589218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08021335977839715,"score_gpt":0.3460004402794872,"score_spread":0.2657870805010901,"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."}}