{"id":"W7110970365","doi":"10.1371/journal.pone.0325729.s003","title":"Descriptive statistics of resistance and current density values.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Scale (ratio); Descriptive statistics; Resistance (ecology); Statistical analysis","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":[0.001072411,0.0005342295,0.0004494735,0.002467907,0.0005813983,0.0008595274,0.00123631,0.0002033831,0.0588268],"category_scores_gemma":[0.005573346,0.0001981205,0.0002983291,0.006319025,0.0002534165,0.0003687185,0.0002706636,0.0006707531,0.007454883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389711,"about_ca_system_score_gemma":0.003855481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4158677,"about_ca_topic_score_gemma":0.4991322,"domain_scores_codex":[0.9992213,0.00005170491,0.0000578221,0.0001125119,0.0004597373,0.00009689901],"domain_scores_gemma":[0.994966,0.001427326,0.0006947709,0.0004397407,0.002265499,0.000206547],"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":[0.0003206439,0.0001965561,0.1574918,0.001327611,0.0001185424,0.0002750002,0.0008268624,0.006758837,0.001533736,0.003436817,0.7569789,0.07073471],"study_design_scores_gemma":[0.00005871712,0.0001163013,0.5847628,0.0004005513,0.00009114463,0.0003555748,0.002104096,0.004537946,0.001023509,0.002396698,0.4040573,0.00009545765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02606124,0.0002079518,0.001983283,0.0001193078,0.00006459929,0.0002473245,0.9536185,0.0005330545,0.01716479],"genre_scores_gemma":[0.2098541,0.0006029702,0.007329464,0.0002579229,0.00005169708,0.001012398,0.7484686,0.0004526098,0.03197021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9411732,"threshold_uncertainty_score":0.8268943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023541016465378,"score_gpt":0.2567554060568171,"score_spread":0.2332143895914391,"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."}}