{"id":"W7008271639","doi":"","title":"Australasian Bryological Newsletter Number 43","year":2001,"lang":"en","type":"article","venue":"UTAS Research Repository","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Melbourne","keywords":"Amateur; Suite; Nova scotia; Annual report","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":[],"category_scores_codex":[0.0004227082,0.0001311496,0.0001659584,0.00001288504,0.0007748841,0.0001216249,0.0003489377,0.000159014,0.001467529],"category_scores_gemma":[0.00005021414,0.00004367732,0.0001256979,0.0004475097,0.0003053318,0.00008791388,0.0002050122,0.0005092879,0.0006306801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005658678,"about_ca_system_score_gemma":0.00001047118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009695619,"about_ca_topic_score_gemma":0.0002027049,"domain_scores_codex":[0.9978583,0.00027956,0.0002048704,0.0003966547,0.0005534537,0.0007071402],"domain_scores_gemma":[0.9992889,0.0002278276,0.0000327957,0.0001013161,0.0001435537,0.0002056387],"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":[0.0001595413,0.0003998209,0.2729328,0.00001279698,0.00007339614,0.001287277,0.0001266674,0.000001945832,0.1010091,0.0006853789,0.5153278,0.1079834],"study_design_scores_gemma":[0.00007156706,0.0001847747,0.3258621,0.000009533465,0.000002576929,0.0001749588,0.0002256092,0.000009415648,0.0004053213,0.0002100896,0.6727281,0.0001160189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.856846,0.0001231961,6.557671e-7,0.006000596,0.0007933065,0.0001617984,0.000003186347,0.00007046691,0.1360008],"genre_scores_gemma":[0.9683025,0.0001510237,0.00004296416,0.0002585815,0.00474794,0.0000284563,0.000007851353,0.000001351631,0.02645937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1574003,"threshold_uncertainty_score":0.9994453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06070540849958998,"score_gpt":0.3229997840504005,"score_spread":0.2622943755508105,"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."}}