{"id":"W6892821201","doi":"10.5281/zenodo.12401407","title":"The forest survival guide pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wilderness; Survival of the fittest; Wildlife; Wilderness area; Christian ministry; Preparedness","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":["insufficient_payload"],"category_scores_codex":[0.0005575255,0.000964599,0.0007024723,0.001750954,0.002220264,0.004445498,0.001401725,0.00139734,0.7949229],"category_scores_gemma":[0.001865627,0.0005149306,0.0006129024,0.001694835,0.0005033344,0.003443716,0.001961947,0.002241765,0.7107674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228644,"about_ca_system_score_gemma":0.002133767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070993,"about_ca_topic_score_gemma":0.03103214,"domain_scores_codex":[0.9994984,0.00003169344,0.00001758166,0.00006247999,0.0003095573,0.0000803127],"domain_scores_gemma":[0.9987618,0.0001297436,0.00003836212,0.0001166658,0.0006964897,0.0002569291],"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":[0.00001284076,0.00001595475,0.00004184764,0.00005976543,6.588627e-7,0.00002338106,0.00002292491,0.0000286363,0.0001104069,0.001004769,0.9616405,0.03703832],"study_design_scores_gemma":[0.000002556515,0.000004843134,0.0001220431,0.0000272516,6.161765e-7,0.0000279977,0.00002419759,0.00002040878,0.00006307135,0.00026663,0.9994374,0.000003081926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004055341,0.001105244,0.001894008,0.001252675,0.001431593,0.0001850243,0.00721957,0.00500048,0.9815059],"genre_scores_gemma":[0.001108806,0.0007743743,0.001080802,0.0005429267,0.0002285154,0.00006689193,0.003838679,0.001530644,0.9908283],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2050771,"threshold_uncertainty_score":0.2925175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487090900826486,"score_gpt":0.229170569504906,"score_spread":0.2142996604966411,"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."}}