{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001860756,0.0003213367,0.0002046788,0.0003447344,0.0005257988,0.001025867,0.0004186239,0.0002776471,0.01310302],"category_scores_gemma":[0.0001576395,0.0002288808,0.0001889266,0.0002828422,0.0005140415,0.0008653991,0.0008907014,0.001008363,0.007985147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007813846,"about_ca_system_score_gemma":0.0005748623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336113,"about_ca_topic_score_gemma":0.005589525,"domain_scores_codex":[0.9998667,0.000008623955,0.000005438319,0.00003194796,0.00007297983,0.0000142078],"domain_scores_gemma":[0.9999498,0.000006229869,0.00000325658,0.00001234542,0.00001399239,0.00001441225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008718092,0.00002798576,0.0006397644,0.000435509,0.00001535521,0.0002321321,0.0003320262,0.000305386,0.3194428,0.2003641,0.05676973,0.4213479],"study_design_scores_gemma":[0.000005119221,0.00002833384,0.001898187,0.00004093769,0.00000926061,0.0004038223,0.000044281,0.0003700739,0.06055054,0.008425728,0.9282093,0.00001435344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04233987,0.03246152,0.07782059,0.001912477,0.002892803,0.0002948971,0.005048517,0.001959066,0.8352703],"genre_scores_gemma":[0.1846643,0.02052351,0.03069067,0.001098572,0.0003601997,0.0002033173,0.003565666,0.000626312,0.7582675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01310302,"threshold_uncertainty_score":0.04383391,"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."}}