{"id":"W2292534111","doi":"10.5281/zenodo.12170","title":"phon: Phon 2.0beta3","year":2014,"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":[0.001383505,0.002368514,0.00168662,0.003231073,0.0008516232,0.002801392,0.00261125,0.001757,0.1722359],"category_scores_gemma":[0.003783175,0.002025949,0.001646873,0.001523221,0.0006623719,0.0036189,0.002619867,0.002588965,0.08594521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000420125,"about_ca_system_score_gemma":0.0009714447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334067,"about_ca_topic_score_gemma":0.00159734,"domain_scores_codex":[0.9992303,0.00007832769,0.00009351916,0.0002472908,0.0002458649,0.0001047064],"domain_scores_gemma":[0.9988447,0.0006164302,0.00009315263,0.0002358643,0.0001474033,0.00006247201],"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":[0.001517338,0.0002561531,0.00471633,0.001725515,0.0003001049,0.0007059367,0.0006022494,0.002193824,0.03234817,0.01479202,0.6535487,0.2872938],"study_design_scores_gemma":[0.001063612,0.0003404191,0.01211538,0.0003758606,0.000282213,0.002166143,0.0003568633,0.06722211,0.1198644,0.05122044,0.7444161,0.0005765049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.004208516,0.0001673071,0.1904953,0.0001631648,0.0002489926,0.0001746882,0.0292275,0.7614341,0.01388027],"genre_scores_gemma":[0.07221324,0.0004755355,0.2803823,0.0006747767,0.0003175763,0.001261708,0.1211595,0.4856794,0.03783592],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1722359,"threshold_uncertainty_score":0.5761865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149546257220291,"score_gpt":0.2416703451569208,"score_spread":0.2201748825847179,"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."}}