{"id":"W6927487871","doi":"10.26188/25800781.v1","title":"A journey as artist/researcher/teacher: ‘Celebrating Rita Irwin’","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Chose; Conversation; Subject (documents); The Thing; Nothing; Context (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006975118,0.0009931159,0.0008592276,0.00106862,0.02283837,0.0129086,0.001913863,0.003501285,0.01539543],"category_scores_gemma":[0.01101731,0.0009221419,0.0007032981,0.0007205945,0.0152856,0.008167164,0.01421279,0.01198165,0.005127184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005762978,"about_ca_system_score_gemma":0.00588497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039259,"about_ca_topic_score_gemma":0.03370935,"domain_scores_codex":[0.9921445,0.004576937,0.0001063495,0.0007081892,0.001227513,0.001236495],"domain_scores_gemma":[0.9930307,0.001018481,0.0003432609,0.0005149549,0.0008187254,0.004273858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008703747,0.000109301,0.0005396841,0.0003031523,0.00002036218,0.002082866,0.4674055,0.0000611431,0.001650173,0.02763158,0.4663951,0.03371409],"study_design_scores_gemma":[0.000006844993,0.00004472355,0.0004565578,0.000284002,0.000005248524,0.001004065,0.1448285,0.00002946036,0.0003454176,0.001225367,0.8517398,0.00003001595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1479233,0.03383341,0.007816426,0.3352666,0.04841684,0.0005220344,0.0002998619,0.001118638,0.4248029],"genre_scores_gemma":[0.4936755,0.01120697,0.008022602,0.04017216,0.00448383,0.0005449851,0.0001789742,0.002183834,0.4395312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02283837,"threshold_uncertainty_score":0.05150282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09596712752396483,"score_gpt":0.3150008258005068,"score_spread":0.2190336982765419,"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."}}