{"id":"W7056981228","doi":"","title":"The Green Zone - Hour 4 - Interviews With Guests Britton Gray & Rob Vanstone - Wednesday, November 24th, 2021","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gray (unit); Joins","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":[],"category_scores_codex":[0.0008927457,0.0005438816,0.0003192797,0.0003368433,0.005272368,0.002629616,0.0004979066,0.00173188,0.3741103],"category_scores_gemma":[0.002447526,0.0004557762,0.0001940789,0.0002917381,0.0006458267,0.001991289,0.002169917,0.003912671,0.1315584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362335,"about_ca_system_score_gemma":0.001397233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0233196,"about_ca_topic_score_gemma":0.06638578,"domain_scores_codex":[0.999624,0.00009651577,0.000008051265,0.0000326191,0.0001171702,0.0001215636],"domain_scores_gemma":[0.9988557,0.0001499789,0.00003669142,0.00003301581,0.0002964282,0.0006282396],"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":[0.00001965411,0.00001686277,0.0001458349,0.00001934555,2.442561e-7,0.00006073144,0.0008613924,0.000006823659,0.0001176042,0.0001834893,0.9955631,0.003004848],"study_design_scores_gemma":[0.000003625391,0.00001517845,0.0008403129,0.00005429544,4.773357e-7,0.00003443056,0.007650921,0.00001715461,0.00007899533,0.00006388939,0.9912348,0.000006025846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01186591,0.002601078,0.0007050577,0.06340367,0.02544957,0.0004442261,0.002692226,0.0008723592,0.8919659],"genre_scores_gemma":[0.008463521,0.0003985106,0.0001287804,0.00569421,0.0004011607,0.0001361291,0.0002279316,0.0001724294,0.9843773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3741103,"threshold_uncertainty_score":0.8927557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007570253140536275,"score_gpt":0.1870000996657148,"score_spread":0.1794298465251785,"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."}}