{"id":"W7036216890","doi":"","title":"BALTA Bits & Bites - Fall 2008","year":2008,"lang":"en","type":"other","venue":"AUSpace (Athabasca University)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alliance; Social economy; Headline; Digital economy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003777415,0.0003326409,0.0003306083,0.0001116888,0.0001855705,0.00002802754,0.0006612984,0.0004487212,0.003712495],"category_scores_gemma":[0.00001479968,0.0001669008,0.0001818033,0.0005161004,0.0001244084,0.00006177092,0.0001944923,0.0002272181,0.0009833374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000397874,"about_ca_system_score_gemma":0.00003096396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004387332,"about_ca_topic_score_gemma":0.06196021,"domain_scores_codex":[0.998754,0.00007985634,0.00009598071,0.0004766986,0.0001999701,0.0003935439],"domain_scores_gemma":[0.9993356,0.0001224113,0.0001775281,0.0001351953,0.00003213141,0.0001971602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001320353,0.00006419131,0.005188132,0.00001056248,0.00006341693,0.0001102867,0.00002609508,7.044073e-7,0.001094518,0.0002148769,0.9909827,0.002231365],"study_design_scores_gemma":[0.00012211,0.00006725766,0.002529255,0.00006429153,0.00003320399,0.00001567436,0.0000456036,9.082071e-7,0.00006848002,0.000008339487,0.9966117,0.0004331547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02653468,0.001224389,0.00001667303,0.0005955217,0.0003928233,0.0003453593,0.001366815,0.0003850321,0.9691387],"genre_scores_gemma":[0.002279222,0.00332262,0.000448155,0.0001193318,0.0004902369,6.587554e-7,0.000531311,0.00001166625,0.9927968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05757288,"threshold_uncertainty_score":0.9997945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296962417320387,"score_gpt":0.1763935409213604,"score_spread":0.1534239167481566,"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."}}