{"id":"W4242141621","doi":"10.1002/mhw.31834","title":"In Case You Haven't Heard…","year":2019,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Fence (mathematics); Mental health; Anxiety; Psychology; Safe haven; Depression (economics); Dozen; Psychiatry; Medicine; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001473589,0.00009691806,0.0001359935,0.0000386962,0.00007418192,0.000009533876,0.00005348769,0.00004636391,0.0002169131],"category_scores_gemma":[0.00000678561,0.00009691728,0.00004271412,0.00004388976,0.00002300924,0.000004627761,0.00008407969,0.00009152423,0.0003749671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007926411,"about_ca_system_score_gemma":0.00004332282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006033187,"about_ca_topic_score_gemma":0.001319272,"domain_scores_codex":[0.9991772,0.00005134891,0.0002059175,0.000247026,0.00007791038,0.0002405691],"domain_scores_gemma":[0.9996856,0.000004789183,0.00005449423,0.0001673106,0.00001745474,0.00007031167],"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":[0.0007157236,0.0007015687,0.05204694,0.0003039733,0.0001093327,0.0003661934,0.002353598,0.00001971293,0.2150616,0.0003315647,0.7233812,0.004608622],"study_design_scores_gemma":[0.001015204,0.001125526,0.006022912,0.00003396728,0.000001823031,0.0007638442,0.002353022,0.00002902241,0.00998593,0.00001370153,0.9784624,0.00019263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823982,0.0006096553,0.000005997609,0.01312592,0.000505713,0.0002952348,0.0000294059,0.000008447621,0.003021428],"genre_scores_gemma":[0.9466317,0.00007242073,0.0001600748,0.002927999,0.0001065137,0.00001587874,0.00003634156,0.00001373696,0.05003533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2550812,"threshold_uncertainty_score":0.4819569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939625644345261,"score_gpt":0.3877646816369993,"score_spread":0.3683684251935467,"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."}}