{"id":"W2916155513","doi":"10.5281/zenodo.15553","title":"phon: Phon 2.0.6","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001482264,0.002322588,0.001667173,0.003810544,0.0008121034,0.002977111,0.002489487,0.001729083,0.1457192],"category_scores_gemma":[0.004362459,0.002035688,0.001465758,0.001598182,0.000717312,0.004025985,0.002796554,0.002583762,0.0792808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003885922,"about_ca_system_score_gemma":0.0009499146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043482,"about_ca_topic_score_gemma":0.001322624,"domain_scores_codex":[0.9991431,0.00009246133,0.0001174562,0.0002563652,0.0002780118,0.0001125557],"domain_scores_gemma":[0.9987321,0.0006749234,0.0001094664,0.0002500756,0.0001663329,0.00006713558],"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":[0.001204774,0.0002454626,0.004637932,0.002125009,0.0002567948,0.0007095193,0.0006912508,0.002040451,0.02766499,0.016003,0.6270412,0.3173796],"study_design_scores_gemma":[0.0007419274,0.0003172514,0.01079409,0.0004500249,0.0002618042,0.002519218,0.0003755411,0.05715636,0.1067584,0.05097672,0.7691256,0.000523116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003945027,0.0002339296,0.1993754,0.0001714475,0.0002807745,0.0002070698,0.02716151,0.7546242,0.01400058],"genre_scores_gemma":[0.06856422,0.0006696648,0.3847286,0.0006877666,0.0003960739,0.001359201,0.108298,0.3985959,0.03670067],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1457192,"threshold_uncertainty_score":0.4874792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.053401055627259,"score_gpt":0.2690139581509805,"score_spread":0.2156129025237215,"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."}}