{"id":"W7062428659","doi":"","title":"TFP BBQ Ep. 105 - Red Dirt pitmaster chat","year":2019,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dirt; Downtown; Underground Railroad; Quarter (Canadian coin); Red light","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009536177,0.0009899673,0.0007484283,0.001272972,0.002140851,0.003833885,0.001046375,0.001797861,0.8521255],"category_scores_gemma":[0.004994179,0.0005634709,0.0003983993,0.001118373,0.0004101433,0.004136521,0.004548164,0.001991921,0.8282543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218096,"about_ca_system_score_gemma":0.000999573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007453469,"about_ca_topic_score_gemma":0.01498722,"domain_scores_codex":[0.9992716,0.0001100405,0.0000254272,0.0001127242,0.0002973301,0.0001829631],"domain_scores_gemma":[0.9970292,0.0004870758,0.00009390683,0.0004072173,0.001074694,0.0009079351],"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":[0.00004026,0.00000866616,0.00003800263,0.00004604739,8.131029e-7,0.00002598583,0.00005875727,0.00001476046,0.0002086021,0.0004955591,0.9887478,0.01031474],"study_design_scores_gemma":[0.00001290593,0.00001086868,0.0003827598,0.0000443757,0.000001244938,0.00003619467,0.0001091347,0.0001566197,0.0001964708,0.0004607965,0.9985783,0.00001039526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008675131,0.0003988013,0.004191451,0.001575773,0.003485551,0.0003099021,0.02848681,0.02978978,0.9308946],"genre_scores_gemma":[0.004627705,0.0002143429,0.001210142,0.001173896,0.0007102703,0.0002612215,0.0170515,0.007630548,0.9671203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1478745,"threshold_uncertainty_score":0.2109249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006090613278934797,"score_gpt":0.1809735523799942,"score_spread":0.1748829391010594,"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."}}