{"id":"W7042789860","doi":"","title":"Prospect Podcast: Tampa Bay's future, Andrei Svechnikov and Vancouver prospect Thatcher Demko","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Subject (documents)","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":[0.0004673267,0.0006299713,0.0007602187,0.0001683481,0.0002496962,0.0002978631,0.0006486728,0.0007156879,0.2653697],"category_scores_gemma":[0.0001229346,0.0005759871,0.0002203744,0.00001381888,0.0004709074,0.000002167273,0.0002205185,0.00043184,0.003185928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007203963,"about_ca_system_score_gemma":0.00006141182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469243,"about_ca_topic_score_gemma":0.005901428,"domain_scores_codex":[0.9973735,0.00008878943,0.0007077151,0.0005312072,0.0007574475,0.000541336],"domain_scores_gemma":[0.9970492,0.0000801163,0.001494012,0.0009476309,0.0002145134,0.0002145363],"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":[0.0001011189,0.00006344271,0.00008725132,0.0005822942,0.0000486886,0.00002813291,0.0001177767,0.00001281569,0.00003902132,0.00002710259,0.9983045,0.0005878417],"study_design_scores_gemma":[0.0007707903,0.0001708861,0.0002235432,0.0003451082,0.00008823059,0.00008570587,0.000125219,0.000004139552,0.0001312029,0.00005184242,0.9973736,0.0006296858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005028142,0.001035824,0.000001752653,0.000079997,0.001877337,0.001081854,0.0002977993,0.0004150637,0.9947076],"genre_scores_gemma":[0.002248091,0.000929646,0.003549621,0.000166654,0.0007614705,0.00007317287,0.00006395392,0.0002082209,0.9919991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2621837,"threshold_uncertainty_score":0.9996691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00529645381558255,"score_gpt":0.1927586438631784,"score_spread":0.1874621900475958,"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."}}