{"id":"W4400406386","doi":"10.36510/learnland.v17i1.1128","title":"Come, I Will Walk With You","year":2024,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Religion, Ecology, and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006645195,0.00007910544,0.0001117614,0.00006486513,0.0005204472,0.0001829662,0.0001305863,0.0001376973,0.000410473],"category_scores_gemma":[0.0001888465,0.00005871569,0.00003910623,0.0002640577,0.0001308336,0.0001612579,0.00001845261,0.0004244203,0.0004189445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002830806,"about_ca_system_score_gemma":0.0001306243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000528437,"about_ca_topic_score_gemma":0.001997218,"domain_scores_codex":[0.9990458,0.0001624709,0.00009347517,0.0001934138,0.0002291104,0.0002756676],"domain_scores_gemma":[0.9994581,0.0003237309,0.00002668973,0.00007138011,0.00004462986,0.00007542931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006962422,0.00006600554,0.439986,0.0001989784,0.0002091761,0.0002222618,0.1708718,0.002343153,0.00009143628,0.3132206,0.06165715,0.01106381],"study_design_scores_gemma":[0.00008952651,0.00008354768,0.002964977,0.00005380104,0.00001687264,0.000004372595,0.00434765,0.0003886023,0.000004796137,0.002311538,0.9896198,0.0001145125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4965776,0.004157986,0.0004140649,0.03938406,0.00122171,0.0001885833,0.00000231219,0.001112438,0.4569412],"genre_scores_gemma":[0.9810386,0.0009626813,0.0001229498,0.00016793,0.0004525326,0.000006969778,0.00000734613,0.00001476298,0.0172262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9279627,"threshold_uncertainty_score":0.5384824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379067633633236,"score_gpt":0.2915285800381289,"score_spread":0.2777379037017966,"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."}}