{"id":"W6893062109","doi":"10.5281/zenodo.13880866","title":"XIII international scientific conference. Toronto. Canada. 26-27.09.2024","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Scientific discovery; Scientific field; Sociology of scientific knowledge","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","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003503239,0.0002996204,0.000342243,0.000654715,0.001061628,0.01758547,0.008705597,0.0002643126,0.384787],"category_scores_gemma":[0.004607343,0.0002581607,0.0000960509,0.001089008,0.0003519199,0.0008187328,0.004332662,0.0008108239,0.06773618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006838991,"about_ca_system_score_gemma":0.0001236651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03733059,"about_ca_topic_score_gemma":0.01294557,"domain_scores_codex":[0.9939269,0.000417187,0.0006224858,0.001357248,0.003163402,0.0005127865],"domain_scores_gemma":[0.9968993,0.0000713206,0.0003707557,0.001104683,0.001190576,0.0003633509],"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":[0.000009222878,0.00002232683,0.000001289344,0.00002050969,0.00006348375,0.00002522698,0.0003278798,0.000002695023,0.00002954724,0.004332768,0.943075,0.05209003],"study_design_scores_gemma":[0.0001617693,0.00002113626,0.00001582162,0.0001325323,0.00001661328,0.00004667967,0.0008699127,0.0002625355,0.00001496259,0.001176949,0.996988,0.0002931111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002547681,0.0008471495,0.0005771006,0.003119116,0.007097223,0.0003231009,0.001776102,0.0009405791,0.9852942],"genre_scores_gemma":[0.006486642,0.000109555,0.00008079466,0.0002212401,0.000981796,6.256141e-8,0.001246121,0.004638245,0.9862356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3170508,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08517619833598489,"score_gpt":0.3410074425202023,"score_spread":0.2558312441842174,"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."}}