{"id":"W4391854589","doi":"10.53555/sfs.v11i01.1974","title":"Paradigm Shifts in Understanding Citrullus colocynthis-L: The Science of the Desert Apple","year":2024,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Advances in Cucurbitaceae Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citrullus colocynthis; Desert (philosophy); Horticulture; Biology; Botany; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008967164,0.000805864,0.001308112,0.002425361,0.001570971,0.006462198,0.002286375,0.005383355,0.003758748],"category_scores_gemma":[0.003806459,0.0002765144,0.0005318923,0.001328781,0.02039302,0.01736621,0.003619253,0.01063487,0.001228076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004162025,"about_ca_system_score_gemma":0.004772037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00258876,"about_ca_topic_score_gemma":0.003302075,"domain_scores_codex":[0.9986307,0.0006663434,0.00006268962,0.0003292721,0.000178337,0.0001326038],"domain_scores_gemma":[0.9935693,0.004127087,0.000298322,0.0003795758,0.0008044403,0.0008213029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002415637,0.0002467827,0.002699051,0.003511504,0.00006610809,0.0005989551,0.01002897,0.0006301401,0.00432756,0.7762623,0.03075475,0.1706322],"study_design_scores_gemma":[0.00002114963,0.0001524559,0.002060081,0.001800892,0.0000265948,0.0006064528,0.009447975,0.0006343872,0.0007119817,0.7060447,0.2784381,0.00005512006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01227719,0.5231941,0.01851057,0.4151323,0.005821391,0.00005153135,0.000192583,0.00008718707,0.0247332],"genre_scores_gemma":[0.2163723,0.6032097,0.01685736,0.133643,0.01947797,0.0003667404,0.0002152126,0.00007952707,0.009778135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008967164,"threshold_uncertainty_score":0.04742342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2156834402640667,"score_gpt":0.3529301291623431,"score_spread":0.1372466888982764,"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."}}