{"id":"W2795402911","doi":"10.1002/ece3.3812","title":"Our use, misuse, and abandonment of a concept: Whither habitat?","year":2018,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Ottawa; Parks Canada; Environment and Climate Change Canada; Memorial University of Newfoundland","funders":"Parks Canada","keywords":"Habitat; Plea; Ecology; Taxon; Scientific literature; Term (time); Geography; Biology; Political science; Law; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007649727,0.00005045208,0.00007264566,0.00001093503,0.00008876319,0.000005462054,0.00002740184,0.00006052308,0.00335431],"category_scores_gemma":[0.00002326663,0.00004506706,0.00001094231,0.0000471759,0.0003090636,0.00009083236,0.00005819338,0.00003028103,0.0001168961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009356682,"about_ca_system_score_gemma":0.000002676728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001080147,"about_ca_topic_score_gemma":0.001609572,"domain_scores_codex":[0.9996038,0.00002591127,0.00008100144,0.0001240859,0.00004863919,0.0001165376],"domain_scores_gemma":[0.9998413,0.00001426776,0.00003998864,0.00005793807,0.000007317949,0.00003923813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002755287,0.00003983599,0.9836521,0.000002626006,0.000005680717,4.894136e-7,0.0003226246,9.263512e-7,0.002492069,0.001172405,0.01211426,0.0001694766],"study_design_scores_gemma":[0.0003374865,0.0001575562,0.9935113,0.000002220179,0.000007420314,0.000007420047,0.0005514203,0.00004468883,0.000450687,0.0002250766,0.004654673,0.00005008127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962156,0.00006192135,0.00007685139,0.0004549092,0.0001054304,0.000077644,0.00001595446,0.000009516735,0.002982187],"genre_scores_gemma":[0.9992484,0.00003160557,0.00004504439,0.0001327907,0.00001932622,0.000005692712,0.00000559348,0.00000239779,0.0005091848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00985922,"threshold_uncertainty_score":0.9975567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435484282252479,"score_gpt":0.2471889431747722,"score_spread":0.2228341003522474,"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."}}