{"id":"W7056664437","doi":"","title":"Harry Friedman Biking ZOOM 0004","year":2014,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zoom; Face (sociological concept); Collectable; Portrait","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":[0.0006085064,0.000482667,0.0007021796,0.00007846385,0.00009953648,0.0001823873,0.000803252,0.0005130948,0.8667926],"category_scores_gemma":[0.0001941571,0.0004356056,0.0001629541,0.00000391814,0.0002381319,4.33838e-7,0.0002557814,0.0002008165,0.1855349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005702061,"about_ca_system_score_gemma":0.00003577547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005293911,"about_ca_topic_score_gemma":0.0002703279,"domain_scores_codex":[0.997494,0.0001796557,0.0009261483,0.0003263926,0.0005865644,0.0004872136],"domain_scores_gemma":[0.9979395,0.00008731572,0.001003435,0.0006943545,0.000125662,0.0001497035],"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":[0.00009694962,0.00002561164,5.736252e-7,0.0007176487,0.00002642248,0.000008944671,0.00009985155,0.0001301101,0.0004350841,0.0000316429,0.9978802,0.0005469767],"study_design_scores_gemma":[0.0004221554,0.0001074156,0.000003425687,0.0004946745,0.00004604671,0.00003626395,0.0000406211,0.000003183981,0.001587219,0.000008029465,0.9967525,0.0004984619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001468111,0.0002993571,8.536496e-7,0.0001256074,0.001242196,0.000466206,0.0001963574,0.000524574,0.9956768],"genre_scores_gemma":[0.005555017,0.00006480487,0.001473152,0.0004678362,0.0005408818,0.00002285007,0.00008315949,0.0002663865,0.9915259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6812577,"threshold_uncertainty_score":0.9998096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006783278158554461,"score_gpt":0.178018930436477,"score_spread":0.1712356522779225,"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."}}