{"id":"W7064251821","doi":"","title":"BALTA Bits &amp; Bites - Spring 2008","year":2008,"lang":"en","type":"other","venue":"AUSpace (Athabasca University)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Alliance; Social economy; Headline","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003491144,0.0005083043,0.0004338641,0.001234002,0.002776285,0.00496858,0.0008026368,0.001288542,0.707548],"category_scores_gemma":[0.001203375,0.0003782739,0.0002381025,0.001413444,0.0004448597,0.001352763,0.001120373,0.001886033,0.4864465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002871358,"about_ca_system_score_gemma":0.002650591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0960611,"about_ca_topic_score_gemma":0.3208392,"domain_scores_codex":[0.9996402,0.00001342468,0.000007609979,0.00003303169,0.0002404217,0.00006514504],"domain_scores_gemma":[0.9991304,0.0000559738,0.00001975564,0.00006445187,0.0005497814,0.0001796357],"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":[0.00002080975,0.00001309923,0.00007209652,0.00002264571,5.272254e-7,0.00001885632,0.00002818659,0.00001323879,0.00009359088,0.0009461038,0.9796594,0.01911154],"study_design_scores_gemma":[0.000003242798,0.000003562264,0.0005431364,0.00001942005,4.969579e-7,0.000009791701,0.00004827842,0.00002358359,0.00007761139,0.0001543532,0.9991139,0.000002706461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005223937,0.0003986791,0.0001428863,0.00138661,0.001010225,0.00004227297,0.004953148,0.0008889398,0.9906549],"genre_scores_gemma":[0.0006150289,0.0001047423,0.00006431789,0.0001365382,0.00003876381,0.000006807295,0.001154903,0.0001359535,0.9977429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.707548,"threshold_uncertainty_score":0.4171472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009243078949433697,"score_gpt":0.2090117462948614,"score_spread":0.1997686673454277,"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."}}