{"id":"W7026293105","doi":"","title":"ADAM Report #48 (March 2006)","year":2006,"lang":"en","type":"other","venue":"The Sydney eScholarship Repository (The University of Sydney)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Casual; Wage; Payment; Quarter (Canadian coin); Work (physics); Certification; Outcome (game theory)","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":[0.0006458455,0.000514282,0.0007004471,0.000261139,0.0009209875,0.0001057578,0.001797493,0.0003084067,0.001793966],"category_scores_gemma":[0.00001787491,0.0003937368,0.0007493895,0.0005378829,0.0008378655,0.0001903513,0.0003015763,0.001222908,0.0003095087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126302,"about_ca_system_score_gemma":0.0003191869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321507,"about_ca_topic_score_gemma":0.0002613117,"domain_scores_codex":[0.9971671,0.0004214941,0.0004478251,0.0006956782,0.0007276878,0.00054021],"domain_scores_gemma":[0.9966302,0.0001042005,0.000999078,0.00194589,0.0001519397,0.0001687174],"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":[0.00009920586,0.000378827,0.02277347,0.0001083367,0.001837764,0.0003706691,0.0004121727,0.00005239245,0.003500574,0.005583884,0.9641649,0.0007178675],"study_design_scores_gemma":[0.0006026025,0.00005442761,0.004223917,0.000448675,0.001726976,0.00004331849,0.001398162,0.00005016644,0.00221585,0.001056119,0.9873717,0.0008081121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005147202,0.0007256853,0.001082093,0.000554196,0.0006996297,0.0006361209,0.0001305846,0.0001687891,0.9908557],"genre_scores_gemma":[0.1012733,0.00003793751,0.0003361274,0.00005185643,0.00118653,0.00000281413,0.0001851291,0.0002224772,0.8967038],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09612606,"threshold_uncertainty_score":0.9998515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006573254489896465,"score_gpt":0.208229270864917,"score_spread":0.2016560163750205,"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."}}