{"id":"W4313154310","doi":"10.1007/978-3-030-78318-1_159","title":"Langham Place Group","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Group (periodic table); Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002660869,0.00096813,0.0005442094,0.001581523,0.003671002,0.004321948,0.0008535892,0.00160757,0.5212132],"category_scores_gemma":[0.0006998919,0.0006547749,0.0003000837,0.002215833,0.000630913,0.002978704,0.002565126,0.002009433,0.3258866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382733,"about_ca_system_score_gemma":0.001457488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221528,"about_ca_topic_score_gemma":0.0551522,"domain_scores_codex":[0.9997745,0.00002875662,0.000007878057,0.00005133383,0.00009869672,0.00003889167],"domain_scores_gemma":[0.9998098,0.00003055307,0.000008692873,0.00003812588,0.00006760464,0.00004531361],"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":[0.00003046684,0.00003577551,0.0001787145,0.0001388507,0.000002288813,0.0001732873,0.0006953751,0.0001149897,0.0003021299,0.05046174,0.7466284,0.2012379],"study_design_scores_gemma":[0.000001135698,0.000004524718,0.0001098171,0.0000285163,6.473789e-7,0.00003294415,0.0001307235,0.00002190793,0.00004643136,0.001414524,0.9982066,0.000002121443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000391047,0.001986995,0.0003650145,0.000495579,0.0004352986,0.00001954594,0.0002568171,0.00014783,0.9959018],"genre_scores_gemma":[0.0005411435,0.0003159766,0.0000773545,0.00005441354,0.00001680956,0.000005065865,0.00004594866,0.00003777086,0.9989057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5212132,"threshold_uncertainty_score":0.6829312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428575124946632,"score_gpt":0.278564108122225,"score_spread":0.2357065956275619,"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."}}