{"id":"W7009653519","doi":"","title":"Episode #123: Using Winnipeg Twitter For Clout With Shannon Furness & Dan Mortimer","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statement (logic); Code (set theory); Social media; Float (project management); Politics; White (mutation)","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":[0.0003598356,0.0005481396,0.0003433656,0.0005127151,0.006775393,0.004053118,0.0005630347,0.001502071,0.2567915],"category_scores_gemma":[0.001897168,0.0003134652,0.0002424188,0.0007528834,0.0006243843,0.002406792,0.003349604,0.001946178,0.09558587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664753,"about_ca_system_score_gemma":0.00217105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1454173,"about_ca_topic_score_gemma":0.4274004,"domain_scores_codex":[0.9995705,0.000059364,0.00001161087,0.0000477892,0.0001598316,0.0001508958],"domain_scores_gemma":[0.9992756,0.00003637718,0.00003958101,0.00003519723,0.0001782109,0.0004350572],"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":[0.00001657146,0.000006515604,0.0001636882,0.00002410695,0.000001059045,0.000119826,0.0009292465,0.000006764188,0.00013331,0.0005869629,0.9906781,0.007333908],"study_design_scores_gemma":[0.000002104697,0.000003111043,0.0005294993,0.00002469269,7.50788e-7,0.00002294592,0.001172057,0.00001399786,0.00006192877,0.00006397942,0.998102,0.000003029533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009195907,0.002292884,0.0009865453,0.04037758,0.009374482,0.0005857439,0.008112742,0.001536502,0.9275377],"genre_scores_gemma":[0.01853003,0.001029112,0.0005738266,0.00696645,0.0009129432,0.0001894799,0.002547017,0.001155339,0.9680958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8545827,"threshold_uncertainty_score":0.8590533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825601587270612,"score_gpt":0.2259950487324862,"score_spread":0.20773903285978,"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."}}