{"id":"W6887701722","doi":"10.17605/osf.io/2c4tv","title":"Predictions","year":2015,"lang":"en","type":"article","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Process (computing); Identification (biology); Set (abstract data type); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002633027,0.001502805,0.0006608571,0.002349671,0.001753172,0.004854525,0.002629306,0.002090771,0.1792455],"category_scores_gemma":[0.01696102,0.000531909,0.001151766,0.001517712,0.001447094,0.005510092,0.00197242,0.0034065,0.05802228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365554,"about_ca_system_score_gemma":0.002848612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009600526,"about_ca_topic_score_gemma":0.007719998,"domain_scores_codex":[0.9972691,0.0004719189,0.0000610831,0.0006821735,0.001057054,0.0004587402],"domain_scores_gemma":[0.9947551,0.001772104,0.0002493497,0.001431507,0.001404838,0.0003869795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001711759,0.0001183642,0.005288552,0.0001503342,0.00004725673,0.0001459254,0.0002866088,0.009050568,0.0005738854,0.6454833,0.284258,0.0544261],"study_design_scores_gemma":[0.00005203885,0.00003898819,0.004221209,0.0001727557,0.00004342637,0.0001085762,0.0004998062,0.03458535,0.001806097,0.6940907,0.2643275,0.00005372879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01869187,0.0005469403,0.05723843,0.01139524,0.002025671,0.0003340938,0.02631165,0.004399236,0.8790569],"genre_scores_gemma":[0.5650187,0.001250456,0.02573736,0.007266144,0.001320022,0.0008382384,0.04648494,0.002562459,0.3495218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8207545,"threshold_uncertainty_score":0.5996361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053032318118129,"score_gpt":0.405572434111296,"score_spread":0.3002692022994832,"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."}}