{"id":"W6925308393","doi":"10.17605/osf.io/kt2gj","title":"Project Canada 1975-80 Panel Study","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001806709,0.0002440624,0.0002403149,0.00002652442,0.0002940926,0.0000727017,0.0006578316,0.00009247341,0.5874394],"category_scores_gemma":[0.001045617,0.0002741007,0.00008355529,0.0003277783,0.0001650752,0.0002697505,0.00182017,0.0003232337,0.3090497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741149,"about_ca_system_score_gemma":0.0004399818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4267095,"about_ca_topic_score_gemma":0.3552444,"domain_scores_codex":[0.9960596,0.0005882775,0.0004088593,0.001838214,0.0006254131,0.000479617],"domain_scores_gemma":[0.9969252,0.0001748963,0.0001201615,0.002559555,0.00002052519,0.0001996664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003993103,0.001852774,0.9315754,0.00003761554,0.00006045565,0.0001166905,0.00430086,0.002784295,0.002631855,0.00003851038,0.0435156,0.01304605],"study_design_scores_gemma":[0.0004039975,0.000002261417,0.8066866,0.00001004207,0.00004468281,0.00003554578,0.008492329,0.0001273483,0.005719848,0.0005794643,0.1775141,0.0003837861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7320841,6.960275e-7,0.00004565439,0.000352844,0.0002024673,0.0007648508,0.000005410403,0.00003638627,0.2665076],"genre_scores_gemma":[0.8047479,0.0000122811,0.0003183126,0.0002477276,0.00003303683,0.0001370062,0.0000174847,0.00002021971,0.194466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2783896,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607422571313293,"score_gpt":0.245230104743615,"score_spread":0.229155879030482,"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."}}