{"id":"W6887707283","doi":"10.17605/osf.io/7fuhd","title":"PSY305 Final Project","year":2022,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Project management; Work (physics); Project planning; Focus (optics)","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01414121,0.0005981115,0.0008759795,0.0009106728,0.001199232,0.00004731567,0.002549942,0.0006743206,0.9905319],"category_scores_gemma":[0.009211294,0.0006604289,0.0002324915,0.0008744705,0.0002517221,0.0001662945,0.00397819,0.002668387,0.9465336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434903,"about_ca_system_score_gemma":0.004209865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005714565,"about_ca_topic_score_gemma":0.001716839,"domain_scores_codex":[0.9860752,0.005997538,0.00164088,0.003303155,0.001359007,0.001624221],"domain_scores_gemma":[0.9895769,0.002346465,0.001606802,0.005818343,0.0001550369,0.0004964058],"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":[0.00004395907,0.00008721423,0.01129381,0.0006598688,0.00007292735,0.00002012374,0.005013386,0.00000597928,0.00003614475,0.00115617,0.9777769,0.003833492],"study_design_scores_gemma":[0.0009793494,0.000001755504,0.002402036,0.0002057042,0.00004454395,0.00001198976,0.001224721,0.00002463632,0.00001137095,0.0004851896,0.994083,0.0005257029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003515497,0.000001806562,0.0003096763,0.0023066,0.001707358,0.005471773,0.0004722502,0.0007322031,0.9886468],"genre_scores_gemma":[0.0001716444,0.0001703682,0.001995306,0.0075818,0.0006911419,0.004467516,0.0001215262,0.0005544025,0.9842463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04399826,"threshold_uncertainty_score":0.9996325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3418239943903418,"score_gpt":0.5744677623104402,"score_spread":0.2326437679200983,"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."}}