{"id":"W6958566291","doi":"10.6084/m9.figshare.19704586.v1","title":"Preliminary morphological analysis of the anhydrite hydration forms at Dingwall (Canada, Nova Scotia) on the base of photogrammetric documentation","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anhydrite; Documentation; Photogrammetry; Base (topology); Morphology (biology); Process (computing)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001725755,0.00008338749,0.0001650618,0.0001312583,0.0002276544,0.00001363476,0.0003258749,0.00002776913,0.3043416],"category_scores_gemma":[0.0003657488,0.00004273118,0.0001880404,0.001783288,0.00001299631,0.00004246906,0.00006944363,0.0001272395,0.00004209551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001695775,"about_ca_system_score_gemma":0.00003272813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08937595,"about_ca_topic_score_gemma":0.1671488,"domain_scores_codex":[0.9987881,0.0001453145,0.0002306433,0.000186439,0.0005111663,0.0001383641],"domain_scores_gemma":[0.9990858,0.000376682,0.0002271403,0.0002293098,0.00004624506,0.00003475692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006301709,0.00004558104,0.1076868,0.0000149849,0.000159226,0.000007594836,0.0000720481,0.8686445,0.00004152283,0.000003880091,0.0212922,0.001968668],"study_design_scores_gemma":[0.00009575606,0.0002623989,0.5808689,0.00002451457,0.0002150855,0.000002597097,0.0001698843,0.4169838,0.0003856896,0.00004110864,0.0008566396,0.00009357891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566644,0.0001163343,0.000004486713,0.0004397358,0.00004248201,0.0001568109,0.04175531,0.000007419203,0.0008130193],"genre_scores_gemma":[0.9684582,0.000001260732,0.00001269924,0.0004148457,0.000009583168,0.000005952747,0.03099077,0.000001271434,0.0001054252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4731821,"threshold_uncertainty_score":0.916688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080147798931405,"score_gpt":0.223622632322995,"score_spread":0.1828211543336809,"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."}}