{"id":"W7043591982","doi":"","title":"A survey of building stone and roofing slate in Falkirk town centre","year":2013,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SLATES; Plucking; Geological survey; Table (database); Town centre; Quarter (Canadian coin); Carboniferous; City centre","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":[],"consensus_categories":[],"category_scores_codex":[0.0002092818,0.000189537,0.0002040795,0.001494508,0.001026414,0.0007132316,0.0005052311,0.0002193427,0.008230249],"category_scores_gemma":[0.0005960356,0.0002399956,0.000137927,0.002290724,0.0005235616,0.0003397587,0.0009217475,0.0002442901,0.0009099998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00235025,"about_ca_system_score_gemma":0.002411029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3189172,"about_ca_topic_score_gemma":0.7074957,"domain_scores_codex":[0.9995599,0.00004165617,0.00002142191,0.00007945606,0.0001595699,0.0001379267],"domain_scores_gemma":[0.9997227,0.00002979488,0.00005889926,0.00002017815,0.00008627907,0.00008215599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003559178,0.0001164071,0.7881392,0.0008021695,0.00009487841,0.006219449,0.0222611,0.0006837359,0.01359558,0.001386215,0.02631391,0.1400315],"study_design_scores_gemma":[0.00000671385,0.00005778708,0.9655806,0.00008517252,0.000008570781,0.0008397697,0.01066997,0.00008333839,0.0005197793,0.0000431537,0.02208671,0.00001846398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807479,0.0003409898,0.0002008475,0.0001344949,0.00001107783,0.00008370009,0.003937448,0.00002335849,0.01452005],"genre_scores_gemma":[0.9803973,0.0004845472,0.001487034,0.0001043633,0.00000716855,0.0001185641,0.005285894,0.00003281699,0.01208242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3189172,"threshold_uncertainty_score":0.6341218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637554853885106,"score_gpt":0.3756747466367636,"score_spread":0.211919261248253,"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."}}