{"id":"W6950015982","doi":"10.5281/zenodo.6470904","title":"pyspeckit/pyspeckit: Version 1.0.0 - First full release w/paper","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sitting; Work (physics); Position (finance); Duration (music)","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":[0.003780343,0.004598877,0.002345174,0.003133718,0.001879704,0.008824958,0.006875294,0.002934451,0.3371488],"category_scores_gemma":[0.01946284,0.004559986,0.00303885,0.002568076,0.001280693,0.01112282,0.008868148,0.008246356,0.6708765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526591,"about_ca_system_score_gemma":0.002834619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003764103,"about_ca_topic_score_gemma":0.002190191,"domain_scores_codex":[0.9962739,0.0003537484,0.0003169644,0.0007850732,0.001714129,0.0005561826],"domain_scores_gemma":[0.9903914,0.001124027,0.0004608418,0.003552568,0.003470816,0.001000411],"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":[0.0001662065,0.00003555681,0.0004427873,0.0002915043,0.00003546409,0.0000684448,0.00008903613,0.0001903082,0.001724969,0.001392964,0.9673257,0.02823695],"study_design_scores_gemma":[0.00008887445,0.00002906388,0.0008750405,0.0001985897,0.00003017791,0.0001976678,0.00005263784,0.001008479,0.009469707,0.005079667,0.9828157,0.000154346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005761679,0.000306013,0.03832271,0.000579676,0.0007571977,0.000150548,0.03272972,0.9059551,0.02062301],"genre_scores_gemma":[0.003537203,0.0003633277,0.01760203,0.0008214872,0.0001812557,0.0003305872,0.07210191,0.858367,0.04669529],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3371488,"threshold_uncertainty_score":0.9454768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110368446688668,"score_gpt":0.2254761056332878,"score_spread":0.2043724211664011,"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."}}