{"id":"W4378627721","doi":"10.1002/ppp3.10391","title":"Fruit in focus: A sampler platter of research","year":2023,"lang":"en","type":"article","venue":"Plants People Planet","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Dalhousie University","keywords":"Diversity (politics); Biology; Sustainability; Taste; Evolutionary biology; Data science; Ecology; Sociology; Anthropology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000448519,0.0000622142,0.0001310022,0.00006631762,0.00008754986,0.00001426522,0.0001950359,0.00008680124,0.0007077937],"category_scores_gemma":[0.00003640303,0.00002771146,0.00001565889,0.0004972732,0.00002821989,0.00007147964,0.00008429028,0.0001432354,0.0008593402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001288041,"about_ca_system_score_gemma":0.000005767015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009241197,"about_ca_topic_score_gemma":0.04194499,"domain_scores_codex":[0.9990087,0.000071378,0.0001234252,0.000169644,0.0002884037,0.0003384881],"domain_scores_gemma":[0.9992073,0.0006688937,0.00002703663,0.00003469697,0.00001348791,0.0000486519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002367458,0.00009665266,0.7930332,0.00002854782,0.00001491725,0.00008847673,0.0008752071,0.00004481753,0.03687016,0.0001113917,0.1637896,0.004810245],"study_design_scores_gemma":[0.0001264998,0.0000644231,0.9818075,0.00002637326,0.000001500881,0.00001071049,0.0006193281,0.0002132069,0.0002933045,0.0004031209,0.01635321,0.00008080368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959434,0.00002547011,9.648e-8,0.0005029431,0.00006138504,0.00009602147,0.002179628,0.00004602671,0.001145002],"genre_scores_gemma":[0.9972163,0.00009854082,0.000005379881,0.00002876731,0.00006039153,0.000003478291,0.002405477,3.487022e-7,0.0001813077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1887743,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09452712872357116,"score_gpt":0.2767261596454157,"score_spread":0.1821990309218446,"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."}}