{"id":"W6977663775","doi":"10.7916/d8-3n26-5g92","title":"Living Room Looking North and West","year":2020,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Plant Physiology and Cultivation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Living room; Doors; Work (physics); Metis","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":[0.00006267743,0.0001105351,0.0002379829,0.00001093958,0.0008522672,0.00007584729,0.0003624255,0.0001676995,0.000357201],"category_scores_gemma":[0.00008783065,0.00009737357,0.00006249806,0.0006229357,0.0001356183,0.0002404384,0.0004543676,0.0004617401,0.00003267283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002711902,"about_ca_system_score_gemma":0.00001190302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230269,"about_ca_topic_score_gemma":0.1391422,"domain_scores_codex":[0.9989567,0.0001185771,0.0001522229,0.0003797732,0.0001113995,0.0002812753],"domain_scores_gemma":[0.9992037,0.0004019461,0.0001068061,0.00004620449,0.0000494288,0.000191893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001472365,0.00002266676,0.9615211,0.000008458076,0.00003590768,0.00001648087,0.0002790848,0.000002953587,0.01617464,0.00006017254,0.01219907,0.009664788],"study_design_scores_gemma":[0.0001225424,0.00008009246,0.8938227,0.00002991943,0.00002969248,0.000004103192,0.0008673217,0.00005678227,0.000005398344,0.00004454441,0.1047355,0.0002013842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947053,0.0001189556,0.000003646126,0.001063658,0.00004635571,0.0001637901,0.00007039003,0.0001577508,0.003670129],"genre_scores_gemma":[0.9962326,0.0002145128,0.00001321676,0.0006446918,0.000131969,0.000001432415,0.0000272858,0.0000012583,0.002733059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1368396,"threshold_uncertainty_score":0.8765662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530238675120016,"score_gpt":0.1816683312933036,"score_spread":0.1563659445421034,"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."}}