{"id":"W4405199908","doi":"10.1002/mhw.34271","title":"In Case You Haven't Heard…","year":2024,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Quarter (Canadian coin); Safe haven; Stressor; Haven; Psychology; Morning; Demography; Social psychology; History; Political science; Medicine; Sociology; Psychiatry; Law; Economics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005438653,0.0001298463,0.000193854,0.0001956719,0.0001121206,0.00004001892,0.0001181895,0.00008551565,0.005699634],"category_scores_gemma":[0.00000650814,0.0001060002,0.00007075425,0.0004363739,0.00009444847,0.00009561707,0.00005433863,0.0004810895,0.00314673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087742,"about_ca_system_score_gemma":0.00005744508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004298081,"about_ca_topic_score_gemma":0.0003559503,"domain_scores_codex":[0.9981965,0.0002383096,0.0002856305,0.0005033529,0.0001836412,0.0005925972],"domain_scores_gemma":[0.9994518,0.00005763481,0.00002022281,0.0002188972,0.000009106441,0.0002424041],"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":[0.0002811573,0.0009945997,0.002479336,0.000157453,0.00004302307,0.02152519,0.008962778,3.582672e-7,0.000100956,0.01796123,0.8777255,0.06976835],"study_design_scores_gemma":[0.001067948,0.001357705,0.02146268,0.0001056348,0.00000163998,0.004530339,0.006322651,0.00009422646,0.00001097541,0.003348557,0.9614578,0.0002398632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4813531,0.01023156,0.00003052952,0.3726411,0.003446791,0.0009207382,0.0001686138,0.00022755,0.13098],"genre_scores_gemma":[0.8581204,0.00006568705,0.0000731463,0.002136624,0.0002029738,0.00006135102,0.00001501412,0.00001930325,0.1393055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3767674,"threshold_uncertainty_score":0.9976295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08999614287168699,"score_gpt":0.4910247928836982,"score_spread":0.4010286500120112,"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."}}