{"id":"W6885838684","doi":"10.1371/journal.pone.0213827.s001","title":"Items used for the social-psychological constructs evaluated by the survey instruments, the complete beginning of fall survey, and the complete end of fall and spring quarter surveys are presented in the supporting information.","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Spring (device); Falling (accident); Data collection; Work (physics)","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06476142,0.0001794741,0.0004016849,0.00004712959,0.0009500944,0.0001532312,0.000869077,0.0001566402,0.0005793266],"category_scores_gemma":[0.02716981,0.00007949731,0.00007805304,0.0004582131,0.0008616824,0.0002188266,0.000177474,0.000387497,0.000007622512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001663903,"about_ca_system_score_gemma":0.00008930794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01145038,"about_ca_topic_score_gemma":0.02187491,"domain_scores_codex":[0.9507165,0.04739928,0.0006837403,0.0002391898,0.0005423691,0.0004189413],"domain_scores_gemma":[0.9161057,0.08241934,0.0007663668,0.0003337963,0.00034425,0.00003049421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001212882,0.00003670754,0.949916,0.00006872103,0.0001548552,4.008922e-7,0.03316367,0.00002123176,0.00005536896,0.0002158792,0.01242914,0.002725128],"study_design_scores_gemma":[0.001455408,0.00004654283,0.9791287,0.0000618769,0.00001413732,0.000002325123,0.01479932,0.001313742,0.000006834043,0.00005227744,0.003014547,0.0001043392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595095,0.0002024443,0.00003237234,0.001751068,0.0001044595,0.001940731,0.03631033,0.00001282681,0.0001363022],"genre_scores_gemma":[0.9965029,0.00001050998,0.00001362045,0.0003463496,0.00002573764,0.0001167795,0.002956258,0.000008276369,0.00001958731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03759161,"threshold_uncertainty_score":0.9959733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3112688540075194,"score_gpt":0.4355224103013327,"score_spread":0.1242535562938132,"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."}}