{"id":"W7017353292","doi":"","title":"BALTA Bits & Bites - January-February 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":"Social Sciences and Humanities Research Council of Canada","keywords":"Alliance; Social economy; Headline; Digital economy; Social media","routes":{"ca_aff":false,"ca_fund":true,"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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0001676433,0.00138744,0.001287102,0.007413659,0.0003965528,0.00007789327,0.0020842,0.00131196,0.0116074],"category_scores_gemma":[0.0001255503,0.001659036,0.0006801267,0.004105295,0.0007471238,0.0006026188,0.0009067829,0.001092228,0.06780797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000793353,"about_ca_system_score_gemma":0.0006963084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01435866,"about_ca_topic_score_gemma":0.02561859,"domain_scores_codex":[0.9950809,0.000378475,0.0003153852,0.001742986,0.001072818,0.001409373],"domain_scores_gemma":[0.995936,0.0001901129,0.0008202268,0.002124345,0.0001854422,0.0007438298],"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":[0.0000791989,0.0002663391,0.003331135,0.00009855422,0.0005677301,0.001457754,0.0003984426,0.000005940377,0.0002722421,0.001424633,0.9919907,0.0001072721],"study_design_scores_gemma":[0.001545638,0.00009348642,0.001557489,0.0005155111,0.000324759,0.0001311903,0.0001592966,0.000004319868,0.00008370759,0.00001619868,0.9937978,0.001770652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00145275,0.002820774,0.0001865441,0.000375184,0.0007518479,0.001025468,0.00212602,0.002915227,0.9883462],"genre_scores_gemma":[0.0001950104,0.002425224,0.003304585,0.000125293,0.0006445773,0.000002423919,0.0009976513,0.002186622,0.9901186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05620058,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759617822274629,"score_gpt":0.213843212671889,"score_spread":0.1962470344491427,"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."}}