{"id":"W7053155115","doi":"","title":"068 - Stephanie LaVigne - Finding success in Film, Photography and Writing and the lessons learned along the way","year":2022,"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":"Adventure; Dream; Photography; Hollywood; Mount","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004206161,0.0002205708,0.000268418,0.00008012244,0.0001626111,0.00009851431,0.0002578428,0.0001324152,0.04846402],"category_scores_gemma":[0.00002589058,0.0001619232,0.00006495486,0.00002583742,0.0001763983,4.327392e-7,0.0001037464,0.000381614,0.000110253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002175743,"about_ca_system_score_gemma":0.000007310585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003409906,"about_ca_topic_score_gemma":0.002090417,"domain_scores_codex":[0.9989704,0.00008343641,0.000386782,0.0001411305,0.000202767,0.0002154386],"domain_scores_gemma":[0.9991856,0.000335391,0.0001613369,0.0002546202,0.00001812968,0.00004489642],"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":[0.0000176942,0.000007724295,0.00002912998,0.000247013,0.00004342042,0.000003974484,0.0004348038,0.001191267,0.000001015287,0.0001842242,0.9965388,0.001300907],"study_design_scores_gemma":[0.0007274097,0.00001331302,0.00009201084,0.0001084513,0.00003786683,0.00002984327,0.0005301968,0.0006935821,0.000005911993,0.00003178597,0.997539,0.0001906696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001163158,0.001289038,0.000001479209,0.0003987382,0.00005822269,0.00057316,0.000127277,0.0001304813,0.9962584],"genre_scores_gemma":[0.07554834,0.00238335,0.0001800388,0.0001914829,0.00006991893,0.0001824278,0.0001228079,0.0001266472,0.921195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07506345,"threshold_uncertainty_score":0.9524058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009295602344204618,"score_gpt":0.2016869882569609,"score_spread":0.1923913859127563,"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."}}