{"id":"W4400357113","doi":"10.1007/978-1-0716-4031-9_1","title":"The Orchid Protocorm","year":2024,"lang":"en","type":"book-chapter","venue":"Springer protocols handbooks/Springer protocols","topic":"Plant Reproductive Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Biology; Horticulture; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001919863,0.001946224,0.001331193,0.0003009665,0.0006735486,0.0007627527,0.002562463,0.001753213,0.0002222801],"category_scores_gemma":[0.0002699816,0.001451088,0.0009857062,0.0001106432,0.001121234,0.00002559724,0.002369602,0.002018322,0.001663087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720464,"about_ca_system_score_gemma":0.001031608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001193573,"about_ca_topic_score_gemma":0.00009016215,"domain_scores_codex":[0.9918982,0.0001669172,0.001768404,0.003453464,0.001024458,0.001688573],"domain_scores_gemma":[0.993609,0.0001002239,0.001066069,0.00420834,0.0005636144,0.0004528239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009456998,0.0006193626,0.0009085014,0.007260675,0.004777276,0.0006396046,0.0003012287,0.00003062464,0.574883,0.2726019,0.0568938,0.07162696],"study_design_scores_gemma":[0.001116398,0.001415888,0.0000498101,0.002612086,0.00007967599,0.0001509887,0.000004448907,0.000006346378,0.09862611,0.01179548,0.8825536,0.001589117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00002662709,0.0006547649,0.0001719964,0.0002334817,0.0003549191,0.729888,0.0001441377,0.0003445504,0.2681816],"genre_scores_gemma":[0.00003558315,0.00004238845,0.0005115081,0.00012032,0.002551376,0.6048314,0.00007674642,0.0003899458,0.3914407],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8256599,"threshold_uncertainty_score":0.9995427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793828666802158,"score_gpt":0.301682797983384,"score_spread":0.2737445113153625,"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."}}