{"id":"W7045651165","doi":"","title":"BALTA Bits & Bites - Summer 2008","year":2008,"lang":"en","type":"other","venue":"AUSpace (Athabasca University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alliance; Headline; Social economy; Ridiculous","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":["insufficient_payload"],"category_scores_codex":[0.0001347115,0.001137513,0.001064299,0.006240736,0.0003088093,0.00006611041,0.001671104,0.001089871,0.01870129],"category_scores_gemma":[0.0001144211,0.001338492,0.0005547752,0.003543973,0.0006359654,0.0004378719,0.000677302,0.0008320269,0.07315242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000639089,"about_ca_system_score_gemma":0.0005028705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007502562,"about_ca_topic_score_gemma":0.02647443,"domain_scores_codex":[0.9959092,0.0002892023,0.0002438153,0.001445072,0.0008990151,0.001213682],"domain_scores_gemma":[0.9966254,0.0001447922,0.0006722605,0.001777803,0.0001744567,0.0006052831],"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":[0.00005336272,0.0001980188,0.003667561,0.00006859924,0.0004812909,0.0007792517,0.0002454905,0.000003530594,0.0002512692,0.001800482,0.9923716,0.00007950782],"study_design_scores_gemma":[0.001326158,0.00005621462,0.0004401134,0.0003684711,0.0002797469,0.00006364418,0.0001406299,0.000002638838,0.00008921728,0.000007462913,0.995769,0.001456717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006709265,0.001908996,0.0001542631,0.0002929334,0.0006166813,0.0007282651,0.001718509,0.002257627,0.9916518],"genre_scores_gemma":[0.0002060139,0.001844774,0.002244218,0.0001005877,0.0004987433,0.000001548397,0.0006573855,0.002230196,0.9922165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05445112,"threshold_uncertainty_score":0.9991066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027246375385403,"score_gpt":0.227658479180385,"score_spread":0.200412103794982,"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."}}