{"id":"W7071518568","doi":"","title":"Technological World with Blaine Kyllo - November 22","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technological change; Work (physics); Information technology","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":[0.000735778,0.0008172079,0.0003318922,0.0009296763,0.004841755,0.008588322,0.0004700079,0.002698478,0.4541668],"category_scores_gemma":[0.002214926,0.0003777803,0.0003205277,0.0009951452,0.0007459753,0.004883271,0.003832647,0.004282312,0.3789397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624615,"about_ca_system_score_gemma":0.002097573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01109052,"about_ca_topic_score_gemma":0.04435702,"domain_scores_codex":[0.9992412,0.00008481014,0.00001765819,0.00009641073,0.0003843172,0.0001756012],"domain_scores_gemma":[0.9988595,0.0001095215,0.00003182047,0.0000705213,0.0003430269,0.0005855707],"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":[0.000004323376,0.000003716967,0.00001897016,0.00001062999,2.904858e-7,0.00001618042,0.00004344172,0.000003538592,0.00003532238,0.001063071,0.9924214,0.006379138],"study_design_scores_gemma":[4.711321e-7,0.000001279495,0.00004467942,0.00001544567,1.823916e-7,0.000009625665,0.00004561368,0.000003101825,0.00001421316,0.00009164851,0.9997725,0.000001185757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003749748,0.005622681,0.0002777125,0.02990375,0.01306735,0.00003296856,0.00106525,0.0009041126,0.9487512],"genre_scores_gemma":[0.0008330675,0.0007458864,0.00005517734,0.001852213,0.0004033076,0.000008196914,0.0001943115,0.0001472238,0.9957605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4541668,"threshold_uncertainty_score":0.7785648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007442432941914536,"score_gpt":0.2073477684520969,"score_spread":0.1999053355101824,"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."}}