{"id":"W4391614089","doi":"10.1111/area.12921","title":"Losing the notebook: An evolving study of the life of a Berlin Square","year":2024,"lang":"en","type":"article","venue":"Area","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Neighbourhood (mathematics); Reciprocity (cultural anthropology); Hostility; Sociology; Square (algebra); Media studies; Social science; Social psychology; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007955425,0.0006431959,0.0007401896,0.002475584,0.0231617,0.0182643,0.003338898,0.002480647,0.007222339],"category_scores_gemma":[0.01662718,0.0006157951,0.0003069944,0.002517116,0.03205873,0.01085076,0.01591026,0.006770142,0.0006947287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00892191,"about_ca_system_score_gemma":0.006440961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0271183,"about_ca_topic_score_gemma":0.04954554,"domain_scores_codex":[0.9914937,0.00602582,0.0001585985,0.0006273739,0.0007377003,0.0009568673],"domain_scores_gemma":[0.9887418,0.006322357,0.0009095958,0.0004466643,0.000723551,0.002856045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001237807,0.00001121829,0.0006236327,0.00003431521,0.000002534537,0.0004246781,0.9883823,0.00002609555,0.0001193371,0.005844143,0.001202651,0.003316771],"study_design_scores_gemma":[8.710399e-7,0.000008785387,0.0005279442,0.00006410963,0.000001104969,0.0000866346,0.979575,0.00001693455,0.00003074794,0.0005421964,0.01913831,0.000007389456],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166952,0.00346429,0.002068289,0.01973646,0.0007159542,0.00007424734,0.0001039128,0.00004118893,0.0571004],"genre_scores_gemma":[0.9883879,0.001037465,0.0004326569,0.0007056874,0.00004785633,0.00003030539,0.00003215647,0.00004473981,0.009281356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0271183,"threshold_uncertainty_score":0.06473327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601095656517413,"score_gpt":0.3227941719017132,"score_spread":0.2867832153365391,"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."}}