{"id":"W7054863247","doi":"","title":"Artists in Malta : myth to method","year":2023,"lang":"en","type":"report","venue":"OAR@UM (University of Malta)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; Mythology; The arts; Creative industries; Quarter (Canadian coin); Handicraft; Creativity; Position (finance)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009725947,0.0002351901,0.0005634977,0.0006735317,0.00009623146,0.0000228105,0.0006240422,0.0001381056,0.1012726],"category_scores_gemma":[0.00003913577,0.0003102815,0.000205618,0.0007474952,0.00005819199,0.00002013729,0.000871528,0.0004597532,0.0005813747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006622991,"about_ca_system_score_gemma":0.0009298504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04066874,"about_ca_topic_score_gemma":0.004037635,"domain_scores_codex":[0.9976621,0.0001246781,0.0002528461,0.0005534692,0.000948443,0.0004585213],"domain_scores_gemma":[0.9985445,0.0001509893,0.0002162903,0.0005597952,0.0003072716,0.0002211839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006297063,0.0001648658,0.003560886,0.0002999527,0.0001209896,0.0001727489,0.0004085011,0.00002644176,0.0006023507,0.0007470294,0.2806886,0.7131447],"study_design_scores_gemma":[0.0005027027,0.0001079809,0.03685962,0.0002037146,0.00005115089,0.000001035154,0.001962763,0.0003012215,0.00003222881,0.00009218932,0.9595797,0.0003057134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01723399,0.00003726378,0.004246578,0.004817195,0.0004325537,0.0009937563,0.0003647031,0.00005848617,0.9718155],"genre_scores_gemma":[0.008924572,0.0001097629,0.01217747,0.00003555256,0.0002745959,0.000006454844,0.0002514567,0.00005683865,0.9781633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7128389,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06191149890224933,"score_gpt":0.3402176470381134,"score_spread":0.278306148135864,"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."}}